literature.bib

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@Manual{Copula.2020,
  title  = {copula: Multivariate Dependence with Copulas},
  author = {Marius Hofert and Ivan Kojadinovic and Martin Maechler
    	    and Jun Yan},
  year   = {2020},
  note   = {R package version 1.0-0},
  url    = {https://CRAN.R-project.org/package=copula},
}

@Article{Ilut.2020,
    title   = {Paralyzed by Fear: Rigid and Discrete Pricing under Demand Uncertainty},
    author  = {Ilut, Cosmin},
    year    = {2020},
    journal = {Econometrica},
    volume  = {88},
    number  = {5},
    pages   = {1899-1938},
}

@Article{Owen.2013,
    title   = {Variance Components and Generalized Sobol' Indices},
    author  = {Art B. Owen},
    year    = {2013},
    journal = {Journal on Uncertainty Quantification},
    volume  = {1},
    number  = {1},
    pages   = {19--41},
}

@Article{Owen.2014,
    title   = {{S}obol' Indices and {S}hapley Value},
    author  = {Art B. Owen},
    year    = {2014},
    journal = {Journal on Uncertainty Quantification},
    volume  = {2},
    number  = {1},
    pages   = {245--251},
}

@Book{Shapley.1953,
  title       = {A value for n-person games},
  year        = {1953},
  author      = {L. S. Shapley},
  address     = {Princeton, NJ},
  booktitle   = {Contribution  to  the  Theory  of  Games  II  (Annals  of  Mathematics  Studies)},
  publisher   = {Princeton University Press},
  pages       = {307--317},
}

@Article{Todd.2020,
  title     = {A dynamic model of personality, schooling, and occupational choice},
  author    = {Todd, Petra E and Zhang, Weilong},
  journal   = {Quantitative Economics},
  volume    = {11},
  number    = {1},
  pages     = {231--275},
  year      = {2020},
  publisher = {Wiley Online Library}
}

@Article{Pathak.2021,
  author  = {Parag A. Pathak and Peng Shi},
  title   = {How well do structural demand models work? {C}ounterfactual predictions in school choice},
  journal = {Journal of Econometrics},
  volume = {222},
  number = {1},
  pages   = {161--195},
  year    = {2021},

}

@Book{Pawitan.2001,
  author    = {Pawitan, Yudi},
  title     = {In all likelihood: {S}tatistical modelling and inference using likelihood},
  year      = {2001},
  publisher = {Oxford University Press},
  address   = {Oxford, United Kingdom}
}

@Article{Oncan.2007,
  author  = {\F"{O}ncan, Temel},
  title   = {A Survey on the Generalized Assignment Problem and Its Application},
  journal = {INFOR: Information Systems and Operational Research},
  year    = {2007},
  volume  = {45},
  number  = {3},
  pages   = {123--141},
}

@Article{Aakvik.2005,
  author  = {Aakvik, Arild and Heckman, James J. and Vytlacil, Edward J.},
  title   = {Treatment Effects for Discrete Outcomes When Responses to Treatment Vary Among Observationally Identical Persons: An Application to Norwegian Vocational Rehabilitation Programs},
  journal = {Journal of Econometrics},
  year    = {2005},
  volume  = {125},
  number  = {1-2},
  pages   = {15--51},
}

@Article{Aakvik.1999,
  author  = {Aakvik, A and Heckman, James J. and Vytlacil, Edward J.},
  title   = {Training Effects on Employment when the Training Effects are Heterogenous: an Application to Norwegian Vocational Rehabilitation Programs},
  journal = {Unpublished Manuscript},
  year    = {1999},
  number  = {0599},
}

@Article{Aaronson.2008,
  author   = {Aaronson, Daniel and Mazumder, Bhashkar},
  title    = {Intergenerational Economic Mobility in the United States, 1940 to 2000},
  journal  = {The Journal of Human Resources},
  year     = {2008},
  volume   = {43},
  number   = {1},
  pages    = {139--172},
  issn     = {0022-166X, 1548-8004},
  abstract = {We estimate trends in intergenerational economic mobility by matching men in the Census to synthetic parents in the prior generation. We find that mobility increased from 1950 to 1980 but has declined sharply since 1980. While our estimator places greater weight on location effects than the standard intergenerational coefficient, the size of the bias appears to be small. Our preferred results suggest that earnings are regressing to the mean more slowly now than at any time since World War II, causing economic differences between families to become more persistent. However, current rates of positional mobility appear historically normal.},
  isbn     = {0022166X},
}

@Article{Abadie.2002,
  author   = {Abadie, Alberto and Angrist, Joshua and Imbens, Guido},
  title    = {Instrumental Variables Estimates of the Effect of Subsidized Training on the Quantiles of Trainee Earnings},
  issn     = {0012-9682},
  number   = {1},
  pages    = {91--117},
  volume   = {70},
  abstract = {This paper reports estimates of the effects of JTPA training programs on the distribution of earnings. The estimation uses a new instrumental variable (IV) method that measures program impacts on quantiles. The quantile treatment effects (QTE) estimator reduces to quantile regression when selection for treatment is exogenously determined. QTE can be computed as the solution to a convex linear programming problem, although this requires first-step estimation of a nuisance function. We develop distribution theory for the case where the first step is estimated nonparametrically. For women, the empirical results show that the JTPA program had the largest proportional impact at low quantiles. Perhaps surprisingly, however, JTPA training raised the quantiles of earnings for men only in the upper half of the trainee earnings distribution.},
  isbn     = {1468-0262},
  journal  = {Econometrica},
  keywords = {dummy endogenous variables, quantile regression, treatment effects},
  pmid     = {599260},
  year     = {2002},
}

@Article{Abadie.2011b,
  author  = {Abadie, Alberto and Imbens, Guido W.},
  title   = {Matching on the estimated propensity score},
  issn    = {0012-9682},
  number  = {2},
  pages   = {781--807},
  volume  = {84},
  journal = {Econometrica},
  year    = {2016},
}

@Article{Abadie.2011,
  author   = {Abadie, Alberto and Imbens, Guido W.},
  title    = {A Martingale Representation for Matching Estimators},
  issn     = {0162-1459},
  number   = {498},
  pages    = {833--843},
  volume   = {107},
  abstract = {Matching estimators are widely used in statistical data analysis. However, the large sample distribution of matching estimators has been derived only for particular cases. This article establishes a martingale representation for matching estimators. This representation allows the use of martingale limit theorems to derive the large sample distribution of matching estimators. As an illustration of the applicability of the theory, we derive the asymptotic distribution of a matching estimator when matching is carried out without replacement, a result previously unavailable in the literature. In addition, we apply the techniques proposed in this article to derive a correction to the standard error of a sample mean when missing data are imputed using the ?hot deck,? a matching imputation method widely used in the Current Population Survey (CPS) and other large surveys in the social sciences. We demonstrate the empirical relevance of our methods using two Monte Carlo designs based on actual datasets. In these Monte Carlo exercises, the large sample distribution of matching estimators derived in this article provides an accurate approximation to the small sample behavior of these estimators. In addition, our simulations show that standard errors that do not take into account hot-deck imputation of missing data may be severely downward biased, while standard errors that incorporate the correction for hot-deck imputation perform extremely well. This article has online supplementary materials. Matching estimators are widely used in statistical data analysis. However, the large sample distribution of matching estimators has been derived only for particular cases. This article establishes a martingale representation for matching estimators. This representation allows the use of martingale limit theorems to derive the large sample distribution of matching estimators. As an illustration of the applicability of the theory, we derive the asymptotic distribution of a matching estimator when matching is carried out without replacement, a result previously unavailable in the literature. In addition, we apply the techniques proposed in this article to derive a correction to the standard error of a sample mean when missing data are imputed using the ?hot deck,? a matching imputation method widely used in the Current Population Survey (CPS) and other large surveys in the social sciences. We demonstrate the empirical relevance of our methods using two Monte Carlo designs based on actual datasets. In these Monte Carlo exercises, the large sample distribution of matching estimators derived in this article provides an accurate approximation to the small sample behavior of these estimators. In addition, our simulations show that standard errors that do not take into account hot-deck imputation of missing data may be severely downward biased, while standard errors that incorporate the correction for hot-deck imputation perform extremely well. This article has online supplementary materials.},
  journal  = {Journal of the American Statistical Association},
  keywords = {hot-deck imputation, martingales, overt bias, treatment effects},
  year     = {2012},
}

@InCollection{Abbas.2010,
  Title                    = {Constructing multiattribute utility functions for decision analysis},
  Author                   = {Abbas, Ali E.},
  Booktitle                = {Risk and Optimization in an Uncertain World},
  Publisher                = {{INFORMS}},
  Year                     = {2010},

  Address                  = {Catonsville, MD},
  Chapter                  = {3},
  Pages                    = {62--98},
  Series                   = {{INFORMS} Tutorials in Operations Research}
}

@Article{Abbas.2009,
  author  = {Abbas, Ali E.},
  title   = {Multiattribute utility copulas},
  journal = {Operations Research},
  year    = {2009},
  volume  = {57},
  number  = {6},
  pages   = {1367--1383},
}

@Article{Abbott.2019,
  author  = {Abbott, Brant and Gallipoli, Giovanni and Meghir, Costas and Violante, Giovanni L.},
  title   = {Education Policy and Intergenerational Transfers in Equilibrium},
  journal = {Journal of Political Economy},
  year    = {2019},
  volume  = {127},
  number  = {6},
  pages   = {2569--2624},
}

@Article{Abbring.2003,
  author  = {Abbring, Jaap},
  title   = {Dynamic Econometric Policy Evaluation},
  journal = {IZA Discussion Paper},
  year    = {2003},
  volume  = {No. 804},
}

@Article{Abbring.2010,
  author  = {Abbring, Jaap H.},
  title   = {Identification of dynamic discrete choice models},
  journal = {Annual Review of Economics},
  year    = {2010},
  volume  = {2},
  number  = {1},
  pages   = {367--394},
}

@Article{Abbring.2018,
  author  = {Abbring, Jaap H. and Daljord, \Oystein},
  title   = {Identifying the discount factor in dynamic discrete choice models},
  journal = {arXiv preprint arXiv:1808.10651},
  year    = {2018},
}

@InCollection{Abbring.2007,
  Title                    = {Econometric evaluation of social programs, part {III}: Distributional treatment effects, dynamic treatment effects, dynamic discrete choice, and general equilibrium policy evaluation},
  Author                   = {Abbring, Jaap H. and Heckman, James J.},
  Booktitle                = {Handbook of econometrics},
  Publisher                = {Elsevier Science},
  Year                     = {2007},

  Address                  = {Amsterdam, Netherlands},
  Editor                   = {Heckman, James J and Leamer, Edward E},
  Number                   = {07},
  Pages                    = {5145--5303},
  Volume                   = {6}
}

@Article{Abbring.2004,
  author  = {Abbring, Jaap H. and Van den Berg, Gerard J.},
  title   = {Analyzing the Effect of Dynamically Assigned Treatments Using Duration Models, Binary Treatment Models, and Panel Data Models},
  journal = {Empirical Economics},
  year    = {2004},
  volume  = {29},
  number  = {1},
  pages   = {5--20},
}

@Article{Abbring.2003a,
  author  = {Abbring, Jaap H. and Van den Berg, Gerard J.},
  title   = {A Simple Procedure for the Evaluation of Treatment Effects on Duration Variables},
  journal = {IZA Discussion Paper},
  year    = {2003},
  volume  = {No. 810},
}

@Article{Abbring.2003b,
  author   = {Abbring, Jaap H. and Van den Berg, Gerard J.},
  title    = {The nonparametric identification of treatment effects in duration models},
  issn     = {00129682},
  number   = {5},
  pages    = {1491--1517},
  volume   = {71},
  abstract = {This paper analyzes the specification and identification of causal multivariate duration models. We focus on the case in which one duration concerns the point in time a treatment is initiated and we are interested in the effect of this treatment on some outcome duration. We define "no anticipation of treatment" and relate it to a common assumption in biostatistics. We show that (i) no anticipation and (ii) randomized treatment assignment can be imposed without restricting the observational data. We impose (i) but not (ii) and prove identification of models that impose some structure. We allow for dependent unobserved heterogeneity and we do not exploit exclusion restrictions on covariates. We provide results for both single-spell and multiple-spell data. The timing of events conveys useful information on the treatment effect.},
  isbn     = {00129682},
  journal  = {Econometrica},
  keywords = {Anticipation, Bivariate duration analysis, Hazard rate, Partial likelihood, Program evaluation, Selectivity bias, Unobserved heterogeneity},
  year     = {2003},
}

@Article{Abdulkadiroglu.2009,
  author   = {Abdulkadiroglu, Atila and Angrist, Joshua D. and Dynarski, Susan M. and Kane, Thomas J. and Pathak, Parag A.},
  title    = {Accountability and Flexibility in Public Schools: Evidence From Boston'S Charters and Pilots},
  journal  = {NBER Working Paper},
  year     = {2009},
  volume   = {15549},
  abstract = {We use student assignment lotteries to estimate the effect of charter school attendance on student achievement in Boston. We also evaluate a related alterna-tive, Boston's pilot schools. Pilot schools have some of the independence of charter schools but are in the Boston Public School district and are covered by some collective bargaining provisions. Lottery estimates show large and significant score gains for charter students in middle and high school. In contrast, lottery estimates for pilot school students are mostly small and insignificant, with some significant negative effects. Charter schools with binding assignment lotteries appear to generate larger gains than other charters. JEL Codes: I21, I22, I28, J24.},
}

@Article{Abdulkadiroglu.2011,
  author  = {Abdulkadiroglu, Atila and S\"{o}nmez, Tayfun},
  title   = {Matching Markets: Theory and Practice},
  journal = {Unpublished Manuscript},
  year    = {2011},
}

@Article{Abel.1983,
  author  = {Abel, Andrew B.},
  title   = {Optimal investment under uncertainty},
  journal = {American Economic Review},
  year    = {1983},
  volume  = {73},
  number  = {1},
  pages   = {228--233},
}

@Article{Abowd.1989,
  author  = {Abowd, John M. and Card, David},
  title   = {On the Covariance Structure of Earnings and Hours Changes},
  journal = {Econometrica},
  year    = {1989},
  volume  = {57},
  number  = {2},
  pages   = {411--445},
}

@Article{Naga.2008,
  author   = {{Abul Naga}, Ramses H.},
  title    = {Biases of the ordinary least squares and instrumental variables estimators of the intergenerational earnings elasticity: Revisited in the light of panel data},
  issn     = {15691721},
  number   = {4},
  pages    = {323--350},
  volume   = {6},
  abstract = {No abstract is available for this item.},
  isbn     = {1569-1721 (Print) 1573-8701 (Online)},
  journal  = {Journal of Economic Inequality},
  keywords = {Biased estimation, Intergenerational mobility, Measurement error, Panel data},
  year     = {2008},
}

@Article{Acemoglu.2008,
  author  = {Acemoglu, Daron and Robinson, James A.},
  title   = {Persistence of Power, Elites, and Institutions},
  journal = {American Economic Association},
  year    = {2008},
  volume  = {98},
  number  = {1},
  pages   = {267--293},
  issn    = {00028282},
  isbn    = {0002-8282},
  pmid    = {25246403},
}

@Misc{Achtziger.2010,
  Title                    = {Quadratkilometer Bildung - Bildung im Quadrat},

  Author                   = {Achtziger, Anja and Pfeiffer, Friedhelm},
  Year                     = {2010},

  Address                  = {Mannheim},
  Publisher                = {ZEW Prokect Proposal}
}

@Article{Ackerberg.2006,
  author   = {Ackerberg, Daniel A and Gowrisankaran, Gautam},
  title    = {Quantifying equilibrium network externalities in the ACH banking industry},
  journal  = {RAND Journal of Economics},
  year     = {2006},
  volume   = {37},
  number   = {3},
  pages    = {738--761},
  issn     = {07416261},
  abstract = {We seek to determine the causes and magnitudes of network externalities for the automated clearing house (ACH) electronic payments system. We construct an equilibrium model of customer and bank adoption of ACH. We structurally estimate the parameters of the model using an indirect inference procedure and panel data. The parameters are identified from exogenous variation in the adoption decisions of banks based outside the network and other factors. We find that most of the impediment to ACH adoption is from large customer fixed costs of adoption. Policies to provide moderate subsidies to customers and larger subsidies to banks for ACH adoption could increase welfare significantly. Copyright {\textcopyright} 2006, RAND.},
  isbn     = {07416261},
}

@Book{Adam.2010,
  Title                    = {Dimensions of Tax Design: The Mirrlees Review},
  Author                   = {Adam, Stuart and Besley, Timothy and Blundell, Richard and Bond, Stephen and Chote, Robert and Gammie, Malcolm and Johnson, Paul and mirrlees, James and Myles, Gareth and Poterba, James},
  Editor                   = {Oxford University Press},
  Publisher                = {Institute for Fiscal Studies (ifs)},
  Year                     = {2010},

  Owner                    = {EMP},
  Timestamp                = {2017.10.20}
}

@Book{Adda.2003,
  Title                    = {Dynamic Economics: Quantitative Methods and Applications},
  Author                   = {Adda, Jerome and Cooper, Russell},
  Publisher                = {MIT Press},
  Year                     = {2003},

  Address                  = {Cambridge, MA}
}

@Article{Adda.2007,
  author  = {Adda, J\'{e}r\^{o}me; and Costa Dias, M\^{o}nica and Meghir, Costas and Sianesi, Barbara},
  title   = {Labour Market Programmes and Labour Market Outcomes: A Study of the Swedish Active Labour Market Interventions},
  journal = {Mimeo},
  year    = {2007},
  volume  = {27},
}

@Article{Adda.2013,
  author   = {Adda, J\'{e}r\^{o}me and Dustmann, Christian and Meghir, Costas and Robin, Jean-Marc},
  title    = {Career Progression, Economic Downturns, and Skills},
  journal  = {NBER Working Paper Series},
  year     = {2013},
  volume   = {No. 18832},
  number   = {1889},
  abstract = {1. General Economics and Teaching - Econometric and Statistical Methods and Methodology: General - Statistical Simulation Methods: General 2. General Economics and Teaching - Single Equation Models; Single Variables - Models with Panel Data; Longitudinal Data; Spatial Time Series 3. General Economics and Teaching - Multiple or Simultaneous Equation Models; Multiple Variables - Models with Panel Data; Longitudinal Data; Spatial Time Series 4. General Economics and Teaching - Education and Research Institutions - Education and Inequality 5. General Economics and Teaching - General - Labor Economics: General 6. General Economics and Teaching - General - Labor Economics Policies 7. General Economics and Teaching - Demand and Supply of Labor - Time Allocation and Labor Supply 8. General Economics and Teaching - Demand and Supply of Labor - Human Capital; Skills; Occupational Choice; Labor Productivity 9. General Economics and Teaching - Wages, Compensation, and Labor Costs 10. General Economics and Teaching - Wages, Compensation, and Labor Costs - Wage Level and Structure; Wage Differentials 11. General Economics and Teaching - Mobility, Unemployment, and Vacancies 12. General Economics and Teaching - Mobility, Unemployment, and Vacancies - Job, Occupational, and Intergenerational Mobility},
}

@Article{Adda.2009,
  author   = {Adda, J\'{e}r\^{o}me and Dustmann, Christian and Meghir, Costas and Robin, Jean-Marc},
  title    = {Career progression and formal versus on-the-job training},
  number   = {2260},
  pages    = {1--57},
  volume   = {No. 2260},
  abstract = {We develop a dynamic discrete choice model of training choice, employment and wage growth, allowing for job mobility, in a world where wages depend on firm-worker matches, as well as experience and tenure and jobs take time to locate. We estimate this model on a large administrative panel data set which traces labour market transitions, mobility across firms and wages from the end of statutory schooling. We use the model to evaluate the life-cycle return to apprenticeship training and find that on average the costs outweigh the benefits; however for those who choose to train the returns are positive. We then use our model to consider the long-term lifecycle effects of two reforms: One is the introduction of an Earned Income Tax Credit in Germany, and the other is a reform to Unemployment Insurance. In both reforms we find very significant impacts of the policy on training choices and on the value of realised matches, demonstrating the importance of considering such longer term implications.},
  annote   = {No. 2260},
  journal  = {Iza},
  keywords = {apprenticeship training, benefits, david card, dynamic discrete choice, education, eitc, eric french, guy laroque, in-work, job mobility, john pen-, labor supply, mariacristina de nardi, matching, wage determination, wage growth, wages, we thank joe altonji},
  year     = {2006},
}

@Article{Adda.2015,
  author   = {Adda, J\'{e}r\^{o}me and Dustmann, Christian and Stevens, Katrien},
  title    = {The career costs of children},
  journal  = {Discussion Paper series, Forschungsinstitut zur Zukunft der Arbeit,},
  year     = {2011},
  pages    = {1--53},
  abstract = {This paper evaluates the life-cycle career costs associated with childrearing and decomposes its effects between unearned wages as women drops out of the labor market, loss of human capital and the selection into more child friendly occupations. We develop a dynamic life-cycle model of fertility and career choice. The model allows for the endogenous timing of births and number of children, labor mar- ket participation, hours of work, wages and selection into different occupation. We structurally estimate this model combining detailed survey and administrative data for Germany. We identify the model using differential changes in regional availability of training positions over time during adolescence, which displace young girls into different occupations.},
}

@Article{Adler.2014,
  author   = {Adler, Carolina E. and Hirsch Hadorn, Gertrude},
  title    = {The IPCC and treatment of uncertainties: Topics and sources of dissensus},
  journal  = {Wiley Interdisciplinary Reviews: Climate Change},
  year     = {2014},
  volume   = {5},
  number   = {5},
  pages    = {663--676},
  issn     = {17577799},
  abstract = {Characterizing uncertainty in the assessment of evidence is common practice when communicating science to users, a prominent example being the Intergovernmental Panel on Climate Change (IPCC) Assessment Reports (ARs). The IPCC guidance note is designed to assist authors in the assessment process by assuring consistent treatment of uncertainties across working groups (WGs). However, debate on this approach has surfaced among scholars on whether applying the guidance note indeed yields the desired consistent treatment of uncertainties thus facilitating effective communication of findings to users. The IPCC guidance note is therefore a paradigmatic case for reviewing concerns regarding treatment of uncertainties for policy. We reviewed published literature that outline disagreement or dissensus on the guidance note in the IPCC assessment process, structured as three distinct topics. First, whether the procedure is reliable and leads to robust results. Second, whether the broad scope of diverse problems, epistemic approaches, and user perspectives allow for consistent and appropriate application. Third, whether the guidance note is adequate for the purpose of communicating clear and relevant information to users. Overall, we find greater emphasis placed on problems arising from the procedure and purpose of the assessment, rather than the scope of application. Since a procedure needs to be appropriate for its purpose and scope, a way forward entails not only making deliberative processes more transparent to control biases. It also entails developing differentiated instruments to account for diversity and complexity of problems, approaches, and perspectives, treating sources of uncertainty as relevant information to users.},
  isbn     = {1757-7799},
}

@Book{Adler.1972,
  title     = {How to Read a Book},
  publisher = {Touchstone},
  year      = {1972},
  author    = {Adler, Mortimer J. and van Doren, Charles},
  address   = {New York City, NY},
}

@Article{Agee.2011,
  author  = {Agee, Mark D. and Atkinson, Scott E. and Crocker, Thomas D.},
  title   = {The Effects of Children's Time Use and Home and Neighborhood Quality on their Body Weight and Cognitive/Behavioral Development},
  journal = {Unpublished Manuscript},
  year    = {2011},
}

@Article{Aguirregabiria.2010b,
  author  = {Aguirregabiria, Victor},
  title   = {Another look at the identification of dynamic discrete decision processes: An application to retirement behavior},
  journal = {Journal of Business \& Economic Statistics},
  year    = {2010},
  volume  = {28},
  number  = {2},
  pages   = {201--218},
}

@Article{Aguirregabiria.2010,
  author   = {Aguirregabiria, Victor and Mira, Pedro},
  title    = {Dynamic Discrete Choice Structural Models: A survey},
  issn     = {0304-4076},
  number   = {1},
  pages    = {38--67},
  volume   = {156},
  journal  = {Journal of Econometrics},
  keywords = {Discrete choice, Dynamic structural models, Estimation methods, discrete choice, dynamic structural models, estimation methods},
  year     = {2010},
}

@Article{Ahn.2014,
  author  = {Ahn, David and Choi, Syngjoo and Gale, Douglas and Kariv, Shachar},
  title   = {Estimating Ambiguity Aversion in a Portfolio Choice Experiment},
  journal = {Quantitative Economics},
  year    = {2010},
  volume  = {5},
  number  = {2},
  pages   = {195--223},
}

@Article{Ahn.1993,
  author  = {Ahn, Hyungtaik and Powell, James},
  title   = {Semiparametric Estimation of Censored Selection Models with a Nonparametric Selection Mechanism},
  journal = {Journal of Econometrics},
  year    = {1993},
  volume  = {58},
  number  = {1-2},
  pages   = {3--29},
}

@InCollection{Ahuja.1995,
  Title                    = {Applications of Network Optimization},
  Author                   = {Ahuja, Ravindra K. and Magnanti, Thomas L. and Orlin, James B. and Reddy, M. V. Ramana},
  Booktitle                = {Network Models},
  Publisher                = {North-Holland Publishing Company},
  Year                     = {1995},

  Address                  = {Amsterdam, Netherlands},
  Editor                   = {Ball, M O and Magnanti, C L and Monma, C L and Neuhauser, G L},
  Pages                    = {1--83},
  Volume                   = {7}
}

@Article{Aitchison.1957,
  author  = {Aitchison, James and Silvey, Samuel D.},
  title   = {The Generalization of Probit Analysis to the Case of Multiple Responses},
  journal = {Biometrika},
  year    = {1957},
  volume  = {44},
  number  = {1},
  pages   = {131--140},
}

@Article{Aiyagarai.2002,
  author  = {Aiyagarai, Rao S. and Greenwood, Jeremy and Seshadri, Ananth},
  title   = {Efficient Investment in Children},
  journal = {Jounal of Eonomic Theory},
  year    = {2002},
  volume  = {101},
  pages   = {290--321},
}

@Article{Aizer.2016,
  author  = {Aizer, Anna and Eli, Shari and Ferrie, Joseph and Lleras-Muney, Adriana},
  title   = {The long-run impact of cash transfers to poor families},
  journal = {American Economic Review},
  year    = {2016},
  volume  = {106},
  number  = {4},
  pages   = {935--971},
}

@Article{Akabayashi.2006,
  author  = {Akabayashi, Hideo},
  title   = {An Equilibrium Model of Child Maltreatment},
  journal = {Journal of Economic Dynamics and Control},
  year    = {2006},
  volume  = {30},
  number  = {6},
  pages   = {993--1025},
}

@Article{Akerlof.1970,
  author  = {Akerlof, George A.},
  title   = {The market for ''lemons'': Quality uncertainty and the market mechanism},
  journal = {Quarterly Journal of Economics},
  year    = {1970},
  volume  = {84},
  number  = {3},
  pages   = {488--500},
}

@Article{Albert.1993,
  author   = {Albert, James and Chib, Siddhartha},
  title    = {Bayesian Analysis of Binary and Polychotomous Response Data},
  issn     = {0162-1459},
  number   = {422},
  pages    = {669--679},
  volume   = {88},
  abstract = {A vast literature in statistics, biometrics, and econometrics is concerned with the analysis of binary and polychotomous response data. The classical approach fits a categorical response regression model using maximum likelihood, and inferences about the model are based on the associated asymptotic theory. The accuracy of classical confidence statements is questionable for small sample sizes. In this article, exact Bayesian methods for modeling categorical response data are developed using the idea of data augmentation. The general approach can be summarized as follows. The probit regression model for binary outcomes is seen to have an underlying normal regression structure on latent continuous data. Values of the latent data can be simulated from suitable truncated normal distributions. If the latent data are known, then the posterior distribution of the parameters can be computed using standard results for normal linear models. Draws from this posterior are used to sample new latent data, and the process is iterated with Gibbs sampling. This data augmentation approach provides a general framework for analyzing binary regression models. It leads to the same simplification achieved earlier for censored regression models. Under the proposed framework, the class of probit regression models can be enlarged by using mixtures of normal distributions to model the latent data. In this normal mixture class, one can investigate the sensitivity of the parameter estimates to the choice of "link function," which relates the linear regression estimate to the fitted probabilities. In addition, this approach allows one to easily fit Bayesian hierarchical models. One specific model considered here reflects the belief that the vector of regression coefficients lies on a smaller dimension linear subspace. The methods can also be generalized to multinomial response models with {\$}J {\textgreater} 2{\$} categories. In the ordered multinomial model, the J categories are ordered and a model is written linking the cumulative response probabilities with the linear regression structure. In the unordered multinomial model, the latent variables have a multivariate normal distribution with unknown variance-covariance matrix. For both multinomial models, the data augmentation method combined with Gibbs sampling is outlined. This approach is especially attractive for the multivariate probit model, where calculating the likelihood can be difficult.},
  isbn     = {0162-1459},
  journal  = {Journal of the American Statistical Association},
  keywords = {bayesian{\_}analysis, response{\_}data},
  year     = {1993},
}

@Manual{Albright.1977,
  Title                    = {Report on the Development of an Estimation Program for the Multinomial Probit Model},
  Author                   = {Albright, R S and Lerman, S and Manski, Charles F.},
  Organization             = {Cambridge Systematics},
  Year                     = {1977}
}

@Article{Aldashev.2009,
  author   = {Aldashev, Alisher and Gernandt, Johannes and Thomsen, Stephan L.},
  title    = {Language usage, participation, employment and earnings. Evidence for foreigners in West Germany with multiple sources of selection},
  issn     = {09275371},
  number   = {3},
  pages    = {330--341},
  volume   = {16},
  abstract = {Language proficiency may not only affect the earnings of the individual, but the probability to participate in the labor market or becoming employed as well. It may also affect selection of people into economic sector and occupation. In this paper, the effects of language proficiency on earnings are analyzed for foreigners in Germany with joint consideration of up to four types of selection. The results show that language proficiency significantly increases participation and employment probability and affects occupational choice. When selection into economic sector and occupation is regarded, we do not find an impact of language ability on earnings thereby implying an indirect effect. ?? 2008 Elsevier B.V. All rights reserved.},
  journal  = {Labour Economics},
  keywords = {Employment, Foreigners, Language ability, Multiple selection, Participation},
  year     = {2009},
}

@Article{Alexander.1997,
  author  = {Alexander, Karl L. and Entwisle, Doris R. and Horsey, Carrie S.},
  title   = {From First Grade Forward: Early Foundations of High School Dropout},
  journal = {Source: Sociology of Education},
  year    = {1997},
  volume  = {70},
  number  = {2},
  pages   = {87--107},
  month   = {apr},
  issn    = {00380407},
  isbn    = {00380407},
  pmid    = {17806662},
}

@Article{Algebra.2003,
  author  = {Algebra, Linear},
  title   = {Contents of the handbook},
  journal = {Handbook of Environmental Economics},
  year    = {2003},
  volume  = {1},
  pages   = {vii----viii},
  issn    = {15740099},
}

@InCollection{Almlund.2011,
  author    = {Almlund, Mathilde and Lee Duckworth, Angela and Heckman, James and Kautz, Tim},
  booktitle = {Handbook of The Economics of Education},
  title     = {Chapter 1 - Personality Psychology and Economics1},
  editor    = {Eric A. Hanushek, Stephen Machin and Ludger Woessmann},
  pages     = {1 - 181},
  publisher = {Elsevier},
  series    = {Handbook of the Economics of Education},
  volume    = {4},
  abstract  = {Abstract This chapter explores the power of personality traits both as predictors and as causes of academic and economic success, health, and criminal activity. Measured personality is interpreted as a construct derived from an economic model of preferences, constraints, and information. Evidence is reviewed about the “situational specificityâ€? of personality traits and preferences. An extreme version of the situationist view claims that there are no stable personality traits or preference parameters that persons carry across different situations. Those who hold this view claim that personality psychology has little relevance for economics. The biological and evolutionary origins of personality traits are explored. Personality measurement systems and relationships among the measures used by psychologists are examined. The predictive power of personality measures is compared with the predictive power of measures of cognition captured by \{IQ\} and achievement tests. For many outcomes, personality measures are just as predictive as cognitive measures, even after controlling for family background and cognition. Moreover, standard measures of cognition are heavily influenced by personality traits and incentives. Measured personality traits are positively correlated over the life cycle. However, they are not fixed and can be altered by experience and investment. Intervention studies, along with studies in biology and neuroscience, establish a causal basis for the observed effect of personality traits on economic and social outcomes. Personality traits are more malleable over the life cycle compared with cognition, which becomes highly rank stable around age 10. Interventions that change personality are promising avenues for addressing poverty and disadvantage.},
  issn      = {1574-0692},
  keywords  = {Personality, Behavioral Economics, Cognitive Traits, Wages, Economic Success, Human Development, Person-situation Debate},
  year      = {2011},
}

@Article{Almond2005,
  author  = {Almond, Douglas and Chay, Kenneth Y. and Lee, David S.},
  title   = {The Costs of Low Birth Weight*},
  journal = {Quarterly Journal of Economics},
  year    = {2005},
  volume  = {120},
  number  = {3},
  pages   = {1031--1083},
  month   = {aug},
  issn    = {0033-5533},
}

@Article{Al-Najjar.2009,
  author    = {Al-Najjar, Nabil I. and Weinstein, Jonathan},
  title     = {The ambiguity aversion literature: A critical assessment},
  journal   = {Economics and Philosophy},
  year      = {2009},
  volume    = {25},
  number    = {3},
  pages     = {249-284},
  owner     = {peisenha},
  timestamp = {2018.02.03},
}

@Article{Al-Najjar.2009a,
  author    = {Al-Najjar, Nabil I. and Weinstein, Jonathan},
  title     = {Rejoinder: ``{T}he ambiguity aversion literature: {A} critical assessment''},
  journal   = {Economics and Philosophy},
  year      = {2009},
  volume    = {25},
  number    = {3},
  pages     = {357-369},
  owner     = {peisenha},
  timestamp = {2018.02.03},
}

@Article{Altonji.1993,
  author    = {Altonji, Joe},
  title     = {The Demand for and Return to Education when education outcomes are uncertain},
  journal   = {Journal of Labor Economics},
  year      = {1993},
  volume    = {11},
  number    = {1},
  pages     = {48-83},
  owner     = {peisenha},
  timestamp = {2017.02.15},
}

@Article{Amemiya.1984,
  author    = {Amemiya, Takeshi},
  title     = {Tobit models: {A} survey},
  journal   = {Journal of Econometrics},
  year      = {1984},
  volume    = {24},
  number    = {81},
  pages     = {3-61},
  owner     = {peisenha},
  timestamp = {2018.04.28},
}

@Article{Amman.1996,
  author  = {Amman, Hans and Kendrick, David A. and Rust, John},
  title   = {Preface to the handbook},
  journal = {Handbook of {C}omputational {E}conomics},
  year    = {1996},
  volume  = {1},
  pages   = {vii----x},
  issn    = {15740021},
}

@Article{Anand.2008,
  author  = {Anand, Sudhir and Segal, Paul},
  title   = {What Do We Know about Global Income Inequality?},
  journal = {Journal of Economic Literature},
  year    = {2008},
  volume  = {46},
  number  = {1},
  pages   = {57--94},
}

@Article{Andersen.2018,
  author  = {Andersen, Steffen and Harrison, Glenn W. and Lau, Morten I. and Rutstr\"{o}m, E. Elisabet},
  year = {2018},
  journal = {International Economic Review},
  volume = {59},
  number = {2},
  pages = {537--555},
  issn = {1468-2354},
  doi = {10.1111/iere.12279},
}



@Article{Andersen.2008,
  author  = {Andersen, Steffen and Harrison, Glenn W. and Lau, Morten I. and Rutstr\"{o}m, E. Elisabet},
  title   = {Eliciting risk and time preferences},
  journal = {Econometrica},
  year    = {2008},
  volume  = {76},
  number  = {3},
  pages   = {583--618},
}

@Article{Andersen.1999,
  author   = {Andersen, Torben G. and Chung, Hyung-jin and Sorensen, Bent E.},
  title    = {Efficient method of moments estimation of a stochastic volatility model : A Monte Carlo study},
  number   = {1},
  pages    = {61--87},
  volume   = {91},
  journal  = {Journal of Econometrics},
  keywords = {emm, gmm, monte carlo, stochastic volatility},
  year     = {1999},
}

@Book{LAPACK,
  author    = {Anderson, Edward and Bai, Zhaojun and Bischof, Christian and Blackford, Susan and Dongarra, Jack and {Du Croz}, Jeremy and Greenbaum, Anne and Hammarling, Sven and McKenney, A and Sorensen, D},
  title     = {LAPACK Users' guide -- Symmetric Eigenvalue Reduction},
  year      = {1999},
  volume    = {9},
  publisher = {SIAM},
  isbn      = {0-89871-447-8 (paperback)},
  address   = {Philadelphia, PA},
}

@InCollection{Anderson.1951,
  Title                    = {The asymptotic distribution of certain characteristic roots and vectors},
  Author                   = {Anderson, Theodore W.},
  Booktitle                = {Proceedings of the Second Berkeley Symposium on Mathematical Statistics and Probability},
  Publisher                = {University of California Press},
  Year                     = {1951},

  Address                  = {Berkeley, CA},
  Pages                    = {103--130}
}

@InCollection{Andradottir.1998,
  Title                    = {Simulation optimization},
  Author                   = {Andrad{\'{o}}ttir, Sigr{\'{u}}n},
  Booktitle                = {Handbook of Simulation},
  Publisher                = {John Wiley \& Sons, New York},
  Year                     = {1998},
  Chapter                  = {9},
  Editor                   = {Banks, Jerry},
  Pages                    = {307--334}
}

@Article{Andrews.1998,
  author  = {Andrews, Donald W. K. and Schafgans, Marcia M. A.},
  title   = {Semiparametric estimation of the intercept of a sample selection model},
  journal = {Review of Economic Studies},
  year    = {1998},
  volume  = {65},
  number  = {3},
  pages   = {497--517},
}

@Article{Anger.2009,
  author   = {Anger, Silke and Frick, Joachim R. and Goebel, Jan and Grabka, Markus M. and Groh-Samberg, Olaf and Haas, Hansjoerg and Holst, Elke and Krause, Peter and Kroh, Martin and Lohmann, Henning and Schupp, Juergen and Sieber, Ingo and Siedler, Thomas and Schmitt, Christian C. and Spiess, Katharina and Tucci, Ingrid and Wagner, Gert G.},
  title    = {Developing SOEPsurvey and SOEPservice: The (Near) Future of the German Socio-Economic Panel Study (SOEP)},
  pages    = {No. 155},
  abstract = {Das Sozio-oekonomische Panel (SOEP) ist als multidisziplin\"{a}res Haushaltspanel, das Informationen zu allen Personen, die in einem Panel-Haushalt leben, erhebt und damit alle Altersjahrg\"{a}nge abdeckt, nach 25 Jahren Laufzeit auch zu einer Kohorten- Studie geworden. Der zunehmende Erfolg der Forschungsinfrastruktur-Einrichtung SOEP speist sich in erster Linie daraus, dass die Analysekraft von L\"{a}ngsschnittstudien mit jedem weiteren Erhebungsjahr zunimmt. Hinzu kommen im Falle des SOEP seit Beginn an eine lange Reihe von Innovationen bei der Erhebung, Datenaufbereitung und Nutzer-Service. Deswegen gilt es zu \"{u}berlegen, wie die wissenschaftliche Power des SOEP weiter gest\"{a}rkt werden kann. Nicht zuletzt auch, da es f\"{u}r neue, spezialisierte Panel-Studien (wie das Nationale Bildungspanel oder das DFG-gef\"{o}rderte Familienpanel PAIRFAM) eine Referenz und ggf. Verankerung der Hochrechnung darstellt. Zudem kann das SOEP k\"{u}nftig eine gr\"{o}{\ss}ere Rolle als „Kontroll-Stichprobe“ f\"{u}r Interventions-Studien spielen; etwa im Bereich der Kindheitsentwicklung. Auf diese neuen Rollen muss es vorbereitet sein. Die im SOEP in den letzten Jahren realisierten Erhebungsinnovationen wie z. B. die Inkorporation psychologischer Konzepte, physische Gesundheitsmessungen (Greifkraft), die Messung kognitiver F\"{a}higkeiten und die Erprobung von Verhaltens- Experimenten werden in anderen Panel-Studien aufgegriffen und auf eine gr\"{o}{\ss}ere Stichprobenbasis gestellt. Im UK wird mit „Understanding Society“ ein Haushaltspanel mit 40.000 Haushalten begonnen; in den Niederlanden wird mit MESS ein Haushaltspanel von \"{u}ber 5.000 Haushalten f\"{u}r innovative Messmethoden zur Verf\"{u}gung gestellt. Die Erhebungsinhalte des SOEP werden von den Forschungs- und Politikberatungs-Communities unver\"{a}ndert stark nachgefragt. In UK hat ein f\"{u}r „Understanding Society“ breit angelegter Konsultationsprozess keine grunds\"{a}tzlich neuen Befragungsinhalte zu Tage gef\"{o}rdert, die das SOEP nicht bereits enth\"{a}lt oder die f\"{u}r das SOEP ohnehin im Gespr\"{a}ch sind. Wichtiger als die „Entdeckung“ v\"{o}llig neuer Erhebungsinhalte ist das thematische wie zeitliche „Zuschneiden“ der Details von Befragungsinhalten auf (zugespitzte) neue (theoretische) Fragestellungen und dabei gleichzeitig bew\"{a}hrte sowie viel genutzte zentrale Befragungsinhalte und deren Befragungsrhythmen beizubehalten. Das „Ma{\ss}schneidern“ von Erhebungsinhalten wird in den n\"{a}chsten Jahren die eigentliche Herausforderung f\"{u}r Infrastruktur- Erhebungen wie die PSID, „Understanding Society“ und das SOEP sein. Bei den Erhebungsinhalten sollten die „R\"{a}nder“ des Lebenslaufs eine gr\"{o}{\ss}ere Rolle spielen, da diese von Haushalts-Panels besonders gut erfasst werden k\"{o}nnen. Diese Verbesserungen der Erhebungen beziehen sich einerseits auf die f\"{o}tale Phase von in das SOEP hineingeborenen Kindern und die (fr\"{u}he) Kindheit, andererseits auf die letzte Lebensphase und das Sterben. In der Mitte des Lebenslaufs werden verbesserte Fragen zum Einkommen, Sparen und Verm\"{o}gen sowie auch psychologische Konstrukte eine zentrale Rolle spielen, au{\ss}erdem gezielte Fragen (event triggered questionnaires) in Verbindung mit zentralen Lebensereignissen wie z. B. Eheschlie{\ss}ung, Scheidung, Eintritt in und Austritt aus Arbeitslosigkeit. Es wird die Etablierung einer SOEP-“Innovations-Stichprobe“ vorbereitet, um theoriegeleitete Forschungsfragen gezielter unterst\"{u}tzen zu k\"{o}nnen. Dazu wird es auch notwendig sein, neue Messkonzepte zu erproben (z. B. die Erhebung von Biomarkern, qualitative Erhebungen, aber auch Experimente und gezielte Interventionsstudien). Um die Power von L\"{a}ngsschnittdaten von Anfang an f\"{u}r die Innovations-Stichprobe ausnutzen zu k\"{o}nnen, ist geplant, zwei kleinere Teilstichproben des SOEP, die seit 1998 bzw. 2006 laufen (Subsamples E und H), in die Innovationsstichprobe zu \"{u}berf\"{u}hren. Um die statistische Power langlaufender L\"{a}ngsschnittdaten entscheidend zu verbessern, sch\"{a}tzen wir eine Mindestfallzahl von etwa 500 Personen pro Geburtsund Alterskohorte f\"{u}r ausreichend ein. Um dieses Ziel zu erreichen, muss die Fallzahl des SOEP-Standard-Samples erh\"{o}ht werden. Als „Nebeneffekt“ werden dadurch wesentlich bessere Analysen f\"{u}r relativ kleine Gruppen in der Bev\"{o}lkerung m\"{o}glich; etwa f\"{u}r allein Erziehende oder bestimme Immigrantengruppen. Au{\ss}erdem verbessern sich als weiterer „Nebeneffekt“ auch regionale Analysem\"{o}glichkeiten, z. B. f\"{u}r die meisten Bundesl\"{a}nder und in gro{\ss}en Bundesl\"{a}ndern bis hin zu Regierungsbezirken (oder \"{a}hnlich abgegrenzten regionalen Einheiten). In letzter Zeit wird immer deutlicher, welche gro{\ss}e Bedeutung das SOEP als „Referenz-Datensatz“ f\"{u}r spezialisierte und vom SOEP v\"{o}llig unabh\"{a}ngige Erhebungen hat (neben Beobachtungsstudien, wie etwa Zwillings-Studien, auch Labor- und Interventions-Studien). Zur Unterst\"{u}tzung dieser Funktion ist eine neue Art von Service, der in Deutschland bislang nicht vorgehalten wird, notwendig (Beratung von Spezial-Erhebungen; ggf. Datenaufbereitung von l\"{a}ngsschnittlichen Spezial-Erhebungen), der auch in ein Datenservicezentrum eingebracht werden k\"{o}nnte. After 25 years as a multidisciplinary household panel containing information on all individuals residing in panel households and thus covering all age cohorts, the German Socio-Economic Panel (SOEP) has become a true cohort study as well. The increasing success of the SOEP research infrastructure comes above all from the increasing analytical power that longitudinal studies attain with each successive survey year. In the case of SOEP, a long series of innovations in surveying, data preparation, and user service have also played a major role. For this reason, it is important to consider how the scientific capacity of SOEP can be further enhanced— not least of all since the SOEP can form a key point of reference (or “anchorâ€Â?) for new, specialized panel studies (such as the National Educational Panel and the family panel PAIRFAM, funded by the German Research Foundation). Furthermore SOEP can become a kind of “control sampleâ€Â? for intervention studies, for example, in the field of child development. The SOEP survey and its governance structures must be prepared for these new tasks. The numerous innovations introduced into SOEP in recent years—questions dealing with psychological concepts, physical health measures (grip strength), measures of cognitive capabilities, and behavioral experiments—have been incorporated into other panel studies as well, and thus provided with a larger sample base. In the UK, the “Understanding Society“ household panel study was launched with 40,000 households; in the Netherlands, the MESS household panel study of over 5,000 households offered a new basis for testing innovative measurement methods. The results of the SOEP survey are in continuing high demand in the research and policy advisory community. From our point of view, the large-scale consultation process conducted to define the content of the UK survey “Understanding Society“ failed to identify any fundamentally new survey content that the SOEP either did not already contain or that was not already being discussed for the SOEP. More important than “discoveringâ€Â? entirely new survey areas is “tailoringâ€Â? the details of existing survey content to address new, more specific (theoretical) questions, and thus maintaining proven and widely used elements of survey content. The “tailoringâ€Â? of survey content will be the real challenge facing infrastructure surveys like PSID, “Understanding Society,â€Â? and the SOEP in the coming years. In the future, the “marginsâ€Â? of the life course should play a stronger role in survey content, since household panels are able to provide outstanding data of these life phases. The SOEP, and other household panel surveys, can be improved, on the one hand, by including the fetal phase of life and early childhood for children born into the panel, and on the other, by including late life and death. In the middle of the life course, improved questions on income, savings, and wealth as well as psychological constructs will play a central role, as will specific questions (in “eventtriggeredâ€Â? questionnaires) on central life occurrences such as marriage, divorce, and entry into and exit from unemployment. Current plans for SOEP foresee the addition of an “Innovation Sampleâ€Â? that will make it possible to better address theory-based research questions required for testing new measurement concepts (e.g., the surveying of biomarkers, qualitative surveys, but also experiments and targeted intervention studies). In order to exploit the power of longitudinal data from the outset, we plan to incorporate two smaller SOEP subsamples that have been running since 1998 and 2006 (Subsamples E and H, respectively) into the Innovation Sample. In order to decisively improve the statistical power of long-term longitudinal data, we believe that a minimum case number of about 500 persons per birth and age cohort is required. In order to reach this goal, the case number in the SOEP standard samples needs to be increased. A positive side-effect of this enlargement would be a significantly improved potential for analyses of relatively small groups within the population: for example, lone parents or specific immigrant groups. Another positive side-effect would be an improved potential for regional analyses: for example, for the majority of federal states. In recent times, the importance of SOEP as a “reference datasetâ€Â? for specialized surveys which are independent from SOEP (observational studies such as twin studies, and laboratory and intervention studies) has become strikingly evident. To enhance this important function, new types of service are needed (advice on special surveys, possibly also data preparation for special surveys), which could become part of a Data Service Center.},
  isbn     = {155},
  journal  = {SOEPpapers},
  keywords = {German Socio-Economic Panel Study, Household Panels, SOEP},
  year     = {2009},
}

@Article{Anger.2006,
  author   = {Anger, Silke and Heineck, Guido},
  title    = {Cognitive abilities and labour market outcomes - First evidence for Germany.},
  volume   = {655},
  abstract = {We contribute to the literature on the relationship between cognitive abilities and labour market outcomes providing first evidence for Germany. In particular, cross-sectional data from the German Socio-Economic Panel (SOEP) are used, which include two measures of cognitive ability, one test of fluid mechanics (speed test) and another test of crystallised pragmatics (word fluency test). We find a positive relationship between cognitive abilities and economic activity, as workers with high ability test scores are less likely to be unemployed. In addition, results from Mincer-type OLS and 2SLS regressions suggest that mechanics abilities are correlated with wages in a significantly positive way for West German workers, even when educational attainment is controlled for, whereas pragmatics of cognition do not affect earnings significantly. However, we also find that ability and education are inseparable determinants of earnings, which confirms findings of recent studies for other countries.},
  isbn     = {655},
  journal  = {ZUMA Nachrichten},
  keywords = {Germany, Socio-Economic Panel (SOEP), cognitive ability, cross-sectional data, earnings, labour market outcomes, relationship, wages},
  year     = {2006},
}

@Article{Anger.2010,
  author   = {Anger, Silke and Kvasnicka, Michael and Siedler, Thomas},
  title    = {One last puff? {P}ublic smoking bans and smoking behavior},
  issn     = {01676296},
  number   = {3},
  pages    = {591--601},
  volume   = {30},
  abstract = {This paper investigates the short-term effects of public smoking bans on individual smoking behavior. In 2007 and 2008, state-level smoking bans were gradually introduced in all of Germany's federal states. We exploit this variation to identify the effect that smoke-free policies had on individuals' smoking propensity and smoking intensity. Using rich longitudinal data from the German Socio-Economic Panel Study, our difference-in-differences estimates show that the introduction of smoke-free legislation in Germany did not change average smoking behavior within the population. However, our estimates point to important heterogeneous effects. Individuals who go out more often to bars and restaurants did adjust their smoking behavior. Following the ban, they became less likely to smoke and also smoked less. ?? 2011 Elsevier B.V.},
  isbn     = {9783867882026},
  journal  = {Journal of Health Economics},
  keywords = {C33, Cigarette consumption, I12, I18, K32, Public smoking bans, Smoking, Treatment effects},
  pmid     = {21570731},
  year     = {2011},
}

@Article{Angrist.2004,
  author  = {Angrist, Joshua D.},
  title   = {Estimating the Labor Market Impact of Voluntary Military Service Using Social Security Data on Military Applicants},
  journal = {Econometrica},
  year    = {2004},
  volume  = {66},
  number  = {2},
  pages   = {249--288},
}

@Article{Angrist.2001,
  author   = {Angrist, Joshua D.},
  title    = {Estimation of Limited Dependent Variable Models With Dummy Endogenous Regressors},
  issn     = {0735-0015},
  number   = {1},
  pages    = {2--28},
  volume   = {19},
  abstract = {Applied economists have long struggled with the question of how to accommodate binary endogenous regressors in models with binary and nonnegative outcomes. I argue here that much of the difculty with limited dependent variables comes from a focus on structural parameters, such as index coefcients, instead of causal effects. Once the object of estimation is taken to be the causal effect of treatment, several simple strategies are available. These include conventional two-stage least squares, multiplicative models for conditional means, linear approximation of nonlinear causal models, models for distribution effects, and quantile regression with an endogenous binary regressor. The estimation strategies discussed in the article are illustrated by using multiple births to estimate the effect of childbearing on employment status and hours of work.},
  isbn     = {0735-0015},
  journal  = {Journal of Business \& Economic Statistics},
  keywords = {Instrumental variables, Labor supply, Sample selection, Semiparametric methods, Tobit},
  year     = {2001},
}

@Article{Angrist.1990,
  author   = {Angrist, Joshua D.},
  title    = {Lifetime Earnings and the Vietnam Era Draft Lottery: Evidence from Social Security Records},
  journal  = {American Economic Review},
  year     = {1990},
  volume   = {80},
  number   = {3},
  pages    = {313--336},
  issn     = {00028282},
  abstract = {The randomly assigned risk of induction generated by the draft lottery is used to construct estimates of the effect of veteran status on civilian earnings. These estimates are not biased by the fact that certain types of men are more likely than others to service in the military. Social Security administrative records indicate that in the early 1980s, long after their service in Vietnam was ended, the earnings of white veterans were approximately 15 percent less than the earnings of comparable nonveterans.},
  isbn     = {0002-8282},
}

@Article{Angrist1996,
  author   = {Angrist, Joshua D. and Imbens, Guido W. and Rubin, Donald B.},
  title    = {Identification of causal effects using instrumental variables},
  journal  = {Journal of the American Statistical Association},
  year     = {1996},
  volume   = {91},
  number   = {434},
  pages    = {444--455},
  issn     = {0162-1459},
  keywords = {compliers},
}

@Article{Angrist.1991,
  author    = {Angrist, Joshua D. and Krueger, Alan B.},
  title     = {Does Compulsory School Attendance Affect Schooling and Earnings?},
  journal   = {The Quarterly Journal of Economics},
  year      = {1991},
  volume    = {106},
  number    = {4},
  pages     = {979-1014},
  owner     = {peisenha},
  timestamp = {2017.03.11},
}

@Article{Angrist.2010,
  author   = {Angrist, Joshua D. and Pischke, J\"{o}rn-Steffen},
  title    = {The Credibility Revolution in Empirical Economics: How Better Research Design is Taking the Con out of Econometrics},
  journal  = {Journal of Economic Perspectives},
  year     = {2010},
  volume   = {24},
  number   = {2},
  pages    = {3--30},
  issn     = {0895-3309},
  abstract = {Since Edward Leamer's memorable 1983 paper, "Let's Take the Con out of Econometrics," empirical microeconomics has experienced a credibility revolution. While Leamer's suggested remedy, sensitivity analysis, has played a role in this, we argue that the primary engine driving improvement has been a focus on the quality of empirical research designs. The advantages of a good research design are perhaps most easily apparent in research using random assignment. We begin with an overview of Leamer's 1983 critique and his proposed remedies. We then turn to the key factors we see contributing to improved empirical work, including the availability of more and better data, along with advances in theoretical econometric understanding, but especially the fact that research design has moved front and center in much of empirical micro. We offer a brief digression into macroeconomics and industrial organization, where progress -- by our lights -- is less dramatic, although there is work in both fields that we find encouraging. Finally, we discuss the view that the design pendulum has swung too far. Critics of design-driven studies argue that in pursuit of clean and credible research designs, researchers seek good answers instead of good questions. We briefly respond to this concern, which worries us little.},
  keywords = {HB Economic Theory},
}

@Article{Anscombe.1963,
  author  = {Anscombe, Francis J. and Aumann, Robert J.},
  title   = {A Definition of Subjective Probability},
  journal = {The Annals of Mathematical Statistics},
  year    = {1963},
  volume  = {34},
  number  = {1},
  pages   = {199--205},
}

@Article{Apesteguia.2016,
  author  = {Apesteguia, Jose and Ballester, Miguel A.},
  title   = {Stochastic representatitve agent},
  journal = {Working Paper},
  year    = {2016},
}

@Article{Araujo.2012,
  author  = {Araujo, Aloiso and Kubler, Felix and Schommer, Susan},
  title   = {Regulating Collateral-requirements when Markets are Incomplete},
  journal = {Journal of Economic Theory},
  year    = {2012},
  volume  = {147},
  number  = {2},
  pages   = {450--476},
}

@Book{Arbuckle.2010,
  author    = {Arbuckle, Daniel},
  title     = {Python testing: Beginner's guide},
  year      = {2010},
  publisher = {Packt Publishing},
  isbn      = {978-1-847198-84-6},
  abstract  = {The book begins with the very foundations of automated testing, and expands on them until the best-practice tools and techniques are fully covered. New concepts are illustrated with step-by-step hands-on exercises. Testing will be easier and more enjoyable with this beginner's guide. If you are a Python developer and want to write tests for your applications, this book will get you started and show you the easiest way to learn testing. You need to have sound Python programming knowledge to follow along. An awareness of software testing would be good, but no formal knowledge of testing is expected nor do you need to have any knowledge of the libraries discussed in the book. About the Author Daniel Arbuckle Daniel Arbuckle holds a Ph.D. in Computer Science from the University of Southern California. While at USC, he performed original research in the Interaction Lab (part of the Center for Robotics and Embedded Systems) and the Laboratory for Molecular Robotics (now part of the Nanotechnology Research Laboratory). His work has been published in peer-reviewed journals and in the proceedings of international conferences.},
  address   = {Birmingham, United Kindgom},
  booktitle = {Cs{\_}Python},
}

@Article{Arcidiacono.2004,
  author    = {Arcidiacono, Peter},
  title     = {Ability sorting and the returns to college major},
  journal   = {Journal of Econometrics},
  year      = {2004},
  volume    = {121},
  number    = {1},
  pages     = {343--375},
  owner     = {peisenha},
  timestamp = {2017.02.20},
}

@Article{Arcidiacono.2011,
  author   = {Arcidiacono, Peter and Ellickson, Paul B.},
  title    = {Practical Methods for Estimation of Dynamic Discrete Choice Models},
  journal  = {Annual Review of Economics},
  year     = {2011},
  volume   = {3},
  number   = {1},
  pages    = {363--394},
  issn     = {1941-1383},
  abstract = {Many discrete decisions are made with an eye toward how they will affect future outcomes. Formulating and estimating the underlying models that generate these decisions is difficult. Conditional choice probability (CCP) estimators often provide simpler ways to estimate dynamic discrete choice problems. Recent work shows how to frame dynamic discrete choice problems in a way that is conducive to CCP estimation and demonstrates that CCP estimators can be adapted to handle rich patterns of unobserved state variables.},
  isbn     = {1941-1383},
}

@Article{Arcidiacono.2011b,
  author  = {Arcidiacono, Peter and Miller, Robert A.},
  title   = {Conditional choice probability estimation of dynamic discrete choice models with unobserved heterogeneity},
  journal = {Econometrica},
  year    = {2011},
  volume  = {79},
  number  = {6},
  pages   = {1823--1867},
}

@article{Arcidiacono.2012,
	title={Modeling College Major Choices Using Elicited Measures of Expectations and Counterfactuals},
	author={Arcidiacono, Peter and Hotz, V Joseph and Kang, Songman},
	journal={Journal of Econometrics},
	volume={166},
	number={1},
	pages={3--16},
	year={2012},
}

@Article{Arellano.2012,
  author  = {Arellano, Manuel and Hansen, Lars P. and Sentana, Enrique},
  title   = {Underidentification?},
  journal = {Journal of Econometrics},
  year    = {2012},
  volume  = {??},
  number  = {??},
  pages   = {??},
}

@Article{Armstrong.2003,
  author  = {Armstrong, Margaret},
  title   = {Copula Catalogue, Part 1: Bivariate Archimedian Copulas},
  journal = {Working Paper},
  year    = {2003},
}

@Article{Arneson.1989,
  author   = {Arneson, Richard J.},
  title    = {Equality and Equality of Opportunity for Welfare},
  issn     = {0963-8016},
  number   = {1},
  pages    = {77--93},
  volume   = {56},
  journal  = {Philosophical Studies},
  keywords = {equality of opportunity, luck egalitarianism, ottenuto},
  year     = {1989},
}

@Article{Arntz.2008,
  author  = {Arntz, Melanie and Thomsen, Stephan L.},
  title   = {Reforming Home Care Provision in Germany - Evidence from a Social Experiment},
  journal = {ZEW Discussion Paper},
  year    = {2008},
}

@Article{Arntz.2008b,
  author  = {Arntz, Melanie and Thomsen, Stephan L.},
  title   = {Crowding Out Informal Care? {E}vidence from a Social Experiment in Germany},
  journal = {ZEW Discussion Paper},
  year    = {2008},
}

@Article{Arrow.1973,
  author    = {Arrow, Kenneth J.},
  title     = {Higher Education as a Filter},
  journal   = {Journal of Public Economics},
  year      = {1973},
  volume    = {2},
  pages     = {193-216},
  owner     = {peisenha},
  timestamp = {2017.02.20},
}

@Article{Arrow.1951,
  author   = {Arrow, Kenneth J.},
  title    = {Alternative Approaches to the Theory of Choice in Risk-Taking Situations},
  issn     = {1098-6596},
  number   = {4},
  pages    = {404--437},
  volume   = {19},
  isbn     = {9788578110796},
  journal  = {Econometrica},
  keywords = {icle},
  year     = {1951},
}

@Article{Arthur.2013,
  author  = {Arthur, W. Brian},
  title   = {Complexity economics: a different framework for economic thought},
  journal = {SFI Working Paper},
  year    = {2014},
  volume  = {2013-04-01},
}

@Article{Artzner.1999,
  author  = {Artzner, Philippe and Delbaen, Freddy and Eber, Jean-Marc and Heath, David},
  title   = {Coherent measures of risk},
  journal = {Mathematical Finance},
  year    = {1999},
  volume  = {9},
  number  = {3},
  pages   = {203--228},
}

@Article{Ashenfelter.1994,
  author    = {Ashenfelter, Orley and Krueger, Alan B.},
  title     = {Estimates of the economic Return to Schooling from a New sample of Twins},
  journal   = {American Economic Review},
  year      = {1994},
  volume    = {84},
  pages     = {1157 - 1173},
  owner     = {peisenha},
  timestamp = {2017.02.13},
}

@Article{Asparouhov.2010,
  author  = {Asparouhov, Tihomir and Muth{\'{e}}n, Bengt},
  title   = {Bayesian analysis using Mplus: Technical implementation},
  journal = {Los Angeles: Muth{\'{e}}n \& Muth{\'{e}}n},
  year    = {2010},
  pages   = {1--38},
}

@Article{Athey.1998,
  author   = {Athey, Susan and Stern, Scott},
  title    = {An Empirical Framework for Testing Theories about Complementarity Organization Design},
  journal  = {NBER Working Paper},
  year     = {1998},
  volume   = {No. 6600},
  number   = {June},
  pages    = {1--38},
  abstract = {This paper studies alternative empirical strategies for estimating the effects of organization design practices on performance, as well as the factors which determine organizational design, in a cross-section of firms. Our economic model is based on a firm where multiple organizational design practices are en endogenously determined, and these organizational design practices affect output through an 'organizational design production function.' The econometric model includes unobserved exogenous variation in the costs and returns to each of the individual practices. The model is used to evaluate how different econometric strategies for testing theories about complementarity can be interpreted under alternative assumptions about the economic and statistical environment. We identify plausible hypotheses about the joint distribution of the unobservables under which several different approaches from the existing literature will yield biased and inconsistent estimates. We show that the sign of the bias depends on two factors: whether the organzational design practices are complements, and the correlation between the unobserved returns to each practice. We find several sets of conditions under which the sign of the bias can be determined, and we provide economic interpretations. Our analysis shows that for a particular set of hypotheses, a variety of different procedures may all yield qualitatively similar biases, presenting a challenge for the identification of complementarity. We then propose a structural approach, which is based on a system of simultaneous equations describing productivity and the demand for organizational design practices. As long as exogenous variables are observed which are uncorrelated with the unobserved returns to practices, the structural parameters are identified, yielding consistent tests for complementarity as well as the cross-equation restrictions implied by static optimization of the organizatin's profit function.},
  isbn     = {Working Paper {\#}6600},
}

@Article{Attanasio.2008,
  author   = {Attanasio, Orazio and Low, Hamish and S�nchez-Marcos, Virginia},
  title    = {Changes in Female Labor Supply in a Life-Cycle},
  journal  = {American Economic Review},
  year     = {2008},
  volume   = {98},
  number   = {4},
  pages    = {1517--1552},
  issn     = {00028282},
  abstract = {This paper studies the life-cycle labor supply of three cohorts of American women, bom in the 1930s, 1940s, and 1950s. We focus on the increase in labor supply of mothers between the 1940s and 1950s cohorts. We construct a life cycle model of female participation and savings, and calibrate the model to match the behavior of the middle cohort. We investigate which changes in the determinants of labor supply account for the increases in participation early in the life-cycle observed for the youngest cohort. A combination of a reduction in the cost of children alongside a reduction in the wage-gender gap is needed.},
}

@article{Attanasio.2012,
	title={Education Choices in Mexico: Using a Structural Model and a Randomized Experiment to Evaluate Progresa},
	author={Attanasio, Orazio P and Meghir, Costas and Santiago, Ana},
	journal={The Review of Economic Studies},
	volume={79},
	number={1},
	pages={37--66},
	year={2012},
	publisher={Oxford University Press}
}

@Article{Attanasio.2014,
  author    = {Attanasio, Orazio P and Kaufmann, Katja M},
  journal   = {Journal of Development Economics},
  title     = {Education choices and returns to schooling: Mothers' and youths' subjective expectations and their role by gender},
  year      = {2014},
  pages     = {203--216},
  volume    = {109},
  publisher = {Elsevier},
}

@Article{Attema.2016,
  author    = {Attema, Arthur E. and Bleichrodt, Han and Gao, Yu and Huang, Zhenxing and Wakker, Peter P.},
  title     = {{Measuring discounting without measuring utility}},
  journal   = {American Economic Review},
  year      = {2016},
  volume    = {106},
  number    = {6},
  pages     = {1476--1494},
  issn      = {00028282},
  abstract  = {We introduce a new method to measure the temporal discounting of 10 money. Unlike preceding methods, our method requires neither knowledge nor 11 measurement of utility. It is easier to implement, clearer to subjects, and requires 12 fewer measurements than existing methods. 13 14 Keywords: discounted utility, intertemporal choice, time inconsistency, 15 nonparametric measurement 16 JEL Classification: D90, C91, D03 17 18 2 1 Introduction and background},
  publisher = {American Economic Association},
}

@Article{Auld.2009,
  author  = {Auld, Christopher M. and Powell, Lisa M.},
  title   = {Economics of Food Energy Density and Adolescent Body Weight},
  journal = {Economica},
  year    = {2009},
  volume  = {in Press},
  number  = {304},
  pages   = {719--740},
}

@Article{Aumann.1987,
  author   = {Aumann, Robert J.},
  title    = {Correlated equilibrium as an expression of Bayesian rationality},
  journal  = {Econometrica},
  year     = {1987},
  volume   = {55},
  number   = {1},
  pages    = {1--18},
  issn     = {00129682},
  abstract = {Correlated equilibrium is formulated in a manner that does away with the dichotomy usually perceived between the Bayesian and the game-theoretic view of the world. From the Bayesian viewpoint, probabilities should be assignable to everything, including the prospect of a player choosing a certain strategy in a certain game. The so-called game-theoretic viewpoint holds that probabilities can only be assigned to events not governed by rational decision makers; for the latter, one must substitute an equilibrium (or other game-theoretic) notion. The current formulation synthesizes the two viewpoints: Correlated equilibrium is viewed as the result of Bayesian rationality; the equilibrium condition appears as a simple maximization of utility on the part of each player, given his information. A feature of this approach is that it does not require explicit randomization on the part of the players. Each player always chooses a definite pure strategy,with no attempt to randomize; the probabilistic nature of the strategies reflects the uncertainty of other players about his choice. Examples are given.},
  isbn     = {0012-9682},
}

@InCollection{Avery.2004,
  author    = {Avery, Christopher and Hoxby, Caroline M.},
  title     = {Do and Should Financial Aid Packages Affect Students' College Choices?},
  booktitle = {Nber},
  publisher = {University of Chicago Press},
  year      = {2004},
  editor    = {Hoxby, Caroline M},
  chapter   = {6},
  pages     = {239--302},
  isbn      = {0226355357},
  abstract  = {We investigate the salary returns to the ability to play football with both feet. The majority of footballers are predominantly right footed. Using two data sets, a cross-section of footballers in the five main European leagues and a panel of players in the German Bundesliga, we find robust evidence of a substantial salary premium for two-footed ability, even after controlling for available player performance measures. We assess how this premium varies across the salary distribution and by player position.},
}

@Article{Benabou.2004,
  author   = {B{\'{e}}nabou, Roland and Tirole, Jean},
  title    = {Willpower and Personal Rules},
  issn     = {0022-3808},
  number   = {4},
  pages    = {848--886},
  volume   = {112},
  abstract = {We develop a theory of internal commitments or “personal rulesâ€Â? based on self-reputation over one's willpower, which transforms lapses into precedents that undermine future self-restraint. The foundation for this mechanism is the imperfect recall of past motives and feelings, leading people to draw inferences from their past actions. The degree of self-control an individual can achieve is shown to rise with his self- confidence and decrease with prior external constraints. On the neg- ative side, individuals may adopt excessively rigid rules that result in compulsive behaviors such as miserliness, workaholism, or anorexia. We also study the cognitive basis of self-regulation, showing how it is constrained by the extent to which self-monitoring is subject to op- portunistic distortions of memory or attribution, and how rules for information processing can themselves be maintained.},
  isbn     = {0022-3808},
  journal  = {Journal of Political Economy},
  keywords = {personality, personality and finance},
  year     = {2004},
}

@Article{Buettner.2007,
  author  = {B\"{u}ttner, Thomas},
  title   = {Ank\"{u}ndigungseffekt oder Massnahmewirkung? Eine Evaluation von Trainingsmassnahmen zur \"{U}erpr?fung der Verf\"{u}gbarkeit},
  journal = {IAB Discussion Paper},
  year    = {2007},
}

@Article{Bagger.2011,
  author   = {Bagger, Jesper and Fontaine, Fran�ois and Postel-Vinay, Fabien and Robin, Jean-Marc},
  title    = {Tenure, experience, human capital, and wages: A tractable equilibrium search model of wage dynamics},
  journal  = {American Economic Review},
  year     = {2014},
  volume   = {104},
  number   = {6},
  pages    = {1551--1596},
  issn     = {00028282},
  abstract = {We develop and estimate an equilibrium job search model of worker careers, allowing for human capital accumulation, employer heterogeneity, and individual-level shocks. Wage growth is decomposed into contributions of human capital and job search, within and between jobs. Human capital accumulation is largest for highly educated workers. The contribution from job search to wage growth, both within and between jobs, declines over the first ten years of a career—the “job-shoppingâ€Â? phase of a working life—after which workers settle into high-quality jobs using outside offers to generate gradual wage increases, thus reaping the benefits from competition between employers. (JEL J24, J31, J63, J64)},
}

@article{Postel.2010,
	title={On-the-job Search, Productivity Shocks, and the Individual Earnings Process},
	author={Postel-Vinay, Fabien and Turon, Helene},
	journal={International Economic Review},
	volume={51},
	number={3},
	pages={599--629},
	year={2010},
	publisher={Wiley Online Library}
}

@Article{Bagnell.2001,
  author   = {Bagnell, J. Andrew and Ng, Andrew Y. and Schneider, Jeff G.},
  title    = {Solving Uncertain {M}arkov Decision Processes},
  journal  = {Carnegie Mellon Research Showcase},
  year     = {2001},
  pages    = {948 -- 957},
  abstract = {The authors consider the fundamental problem of nding good policies in uncertain models. It is demonstrated that although the general problem of nding the best policy with respect to the worst model is NP-hard, in the special case of a convex uncertainty set the problem is tractable. A stochastic dynamic game is proposed, and the security equilibrium solution of the game is shown to correspond to the value function under the worst model and the optimal controller. The authors demonstrate that the uncertain model approach can be used to solve a class of nearly Markovian Decision Problems, providing lower bounds on performance in stochastic models with higher-order interactions. The framework considered establishes connections between and generalizes paradigms of stochastic optimal, mini-max, and H1 /robust control. Applications are considered, including robustness in reinforcement learning, planning in nearly Markovian decision processes, and bounding error due to sensor discretization in noisy, continuous state-spaces.},
}

@Article{Bagnoli.2005,
  author  = {Bagnoli, Mark and Bergstrom, Ted},
  title   = {Log-Concave Probability and Its Applications},
  journal = {Econometric Theory},
  year    = {1989},
  volume  = {26},
  number  = {October},
  pages   = {445--469},
}

@Article{Baiocchi.2007,
  author   = {Baiocchi, Giovanni},
  title    = {Reproducible research in computational economics: guidelines, integrated approaches, and open source software},
  number   = {1},
  pages    = {Kluwer--Academic Publishers--40},
  volume   = {30},
  journal  = {Comput. Econ.},
  keywords = {B4, C87, C88, Econometric software, Economic methodology, Other computer software},
  year     = {2007},
}

@article{Baillon.2017,
	title={Measuring Ambiguity Attitude: (Extended) Multiplier Preferences for the American and the Dutch Population},
	author={Baillon, Aur{\'e}lien and Bleichrodt, Han and Huang, Zhenxing and van Loon, Rogier Potter},
	journal={Journal of Risk and Uncertainty},
	volume={54},
	number={3},
	pages={269--281},
	year={2017},
	publisher={Springer}
}

@Article{Bajari.2012,
  author   = {Bajari, Patrick and Hong, Han and Krainer, John and Nekipelov, Denis},
  title    = {Estimating Static Models of Strategic Interactions},
  issn     = {0735-0015},
  number   = {July 2013},
  pages    = {469--482},
  volume   = {28},
  isbn     = {9788578110796},
  journal  = {Journal of Business \& Economic Statistics},
  keywords = {discrete choice, stock analyst recommendation, structural estimation},
  pmid     = {25246403},
  year     = {2010},
}

@InCollection{Bajari.2013,
  Title                    = {Game Theory and Econometrics: A Survey of Some Recent Research},
  Author                   = {Bajari, Patrick and Hong, Han and Nekipelov, Denis},
  Booktitle                = {Advances in Economics and Econometrics: Tenth World Congress},
  Publisher                = {Cambridge University Press},
  Year                     = {2013},
  Editor                   = {Acemoglu, Daron and Arellano, Manuel and Dekel, Eddie},
  Pages                    = {3--52}
}

@Article{Baker.1997,
  author  = {Baker, Michael},
  title   = {Growth-Rate Heterogeneity and the Covariance-Structure of Life-Cycle Earnings},
  journal = {Journal of Labor Economics},
  year    = {1997},
  volume  = {15},
  number  = {2},
  pages   = {338--375},
}

@Article{Baker.2003,
  author   = {Baker, Michael and Solon, Gary},
  title    = {Earnings Dynamics and Inequality among Canadian Men, 1976–1992: Evidence from Longitudinal Income Tax Records},
  journal  = {Journal of Labor Economics},
  year     = {2003},
  volume   = {21},
  number   = {2},
  pages    = {289--321},
  issn     = {0734-306X},
  abstract = {Several recent studies have found that earnings inequality in Canada has grown considerably since the late 1970's. Using an extraordinary data base drawn from longitudinal income tax records, we decompose this growth in earnings inequality into its persistent and transitory components. We find that the growth in earnings inequality reflects both an increase in long-run inequality and an increase in earnings instability. The large size of our earnings panel allows us to estimate and test richer models of earnings dynamics than could be supported by the relatively small panel surveys used in U.S. research. The Canadian data strongly reject several restrictions commonly imposed in the U.S. literature, and they also suggest that imposing these evidently false restrictions may lead to distorted inferences about earnings dynamics and inequality trends.},
  isbn     = {0660169754},
}

@Article{Banerjee.2017,
  author  = {Banerjee, Abhijit and Banerji, Rukmini and Berry, James and Duflo, Esther and Kannan, Harini and Mukerji, Shobhini and Shotland, Marc and Walton, Michael},
  title   = {From proof of concept to scalable policies: Challenges and solutions, with an application},
  journal = {Journal of Economic Perspectives},
  year    = {2017},
  volume  = {31},
  number  = {4},
  pages   = {73--102},
}

@Book{Banks.2009,
  Title                    = {Discrete-Event System Simulation},
  Author                   = {Banks, Jerry and Carson, John S. II and Nelson, Barry L. and Nicol, David M.},
  Publisher                = {Prentice Hall},
  Year                     = {2009},

  Abstract                 = {For Junior \& Senior level simulation courses in engineering, business, or computer science.This text provides a basic treatment of discrete-event simulation, including the proper collection and analysis of data, the use of analytic techniques, verification and validation of models, and designing simulation experiments. It offers an up-to-date treatment of simulation of manufacturing and material handling systems, computer systems, and computer networks.Students and instructors will find a variety of resources at the associated website, www.bcnn.net , including simulation source code for download, additional exercises and solutions, web links and errata.}
}

@Article{Barnard.1953,
  author   = {J. Darrell Barnard},
  title    = {A. Teaching Scientific Attitudes and Methods in Science},
  doi      = {10.1177/019263655303719129},
  eprint   = {https://doi.org/10.1177/019263655303719129},
  number   = {191},
  pages    = {178-183},
  url      = {https://doi.org/10.1177/019263655303719129},
  volume   = {37},
  abstract = {In this article, Professor Barnard examines the rationale underlying the frequent inclusion of scientific attitudes and methods among the objectives of science educa tion. After discussing the nature of the scientific method(s), he outlines research evidence on the extent to which education along these lines is actually occurring in today's schools. He concludes that one reason teachers do not do better in these areas is that they are unclear concerning the objectives—in terms of behavior— of learning related to scientific attitudes and methods.The writer next proposes ten statements which describe behavior pupils will ex hibit as they improve in their possession of scientific attitudes and ability to use scien tific methods. Finally, he describes the kind of teaching we should have, as compared to that we should not have, if our science pupils are to make progress toward the realization of these objectives.},
  journal  = {The bulletin of the National Association of Secondary School Principals},
  year     = {1953},
}




@Article{Bartlett.1937,
  author  = {Bartlett, Maurice S.},
  title   = {The statistical conception of mental factors},
  journal = {British Journal of Psychology. General Section},
  year    = {1937},
  volume  = {28},
  number  = {1},
  pages   = {97--104},
  issn    = {20448295},
}

@Article{Basar.2010,
  author  = {Basar, Tamer},
  title   = {Lecture Notes on Non-Cooperative Game Theory},
  journal = {Unpublished Manuscript},
  year    = {2010},
}

@Book{Bather.2000,
  title     = {Decision Theory: An Introduction to Dynamic Programming and Sequential Decisions},
  publisher = {Wiley},
  year      = {2000},
  author    = {Bather, John},
}

@Article{Battigalli.2014,
  author   = {Battigalli, Pierpaolo and Cerreia-Vioglio, Simone and Maccheroni, Fabio and Marinacci, Massimo},
  title    = {Self-confirming equilibrium and model uncertainty},
  journal  = {American Economic Review},
  year     = {2015},
  volume   = {105},
  number   = {2},
  pages    = {646--677},
  issn     = {00028282},
  abstract = {We analyze a notion of self-confirming equilibrium with non-neutral ambiguity attitudes that generalizes the traditional concept. We show that the set of equilibria expands as ambiguity aversion increases. The intuition is quite simple: by playing the same strategy in a stationary environment, an agent learns the implied distribution of payoffs, but alternative strategies yield payoffs with unknown distributions; increased aversion to ambiguity makes such strategies less appealing. In sum, a kind of "status quo bias" emerges; in the long run, the uncertainty related to tested strategies disappears, but the uncertainty implied by the untested ones does not. (JEL C72, C73, D81, D83)},
}

@Article{Baucells.2012,
  author    = {Baucells, Manel and Heukamp, Franz H.},
  title     = {{Probability and Time Trade-Off : Experimental Evidence}},
  issn      = {0025-1909, 1526-5501},
  number    = {4},
  pages     = {831--842},
  volume    = {58},
  isbn      = {0025-1909},
  journal   = {Management Science},
  keywords  = {absolute magnitude effect, common, common difference effect, hyperbolic discounting, probability weighting, prospect theory, ratio effect, risk and time preferences},
  publisher = {INFORMS},
  year      = {2012},
}

@Article{Bauernschuster.2015,
  author  = {Bauernschuster, Stefan and Schlotter, Martin},
  title   = {Public child care and mothers' labor supply -- {E}vidence from two quasi-experiments},
  journal = {Journal of Public Economics},
  year    = {2015},
  volume  = {123},
  pages   = {1--16},
}

@Article{Beaman.2013,
  author  = {Beaman, Lori and Karlan, Dean and Thuysbaert, Bram and Udry, Christopher},
  title   = {Profitability of fertilizer: Experimental evidence from female rice farmers in {M}ali},
  journal = {American Economic Review, Papers and Proceedings},
  year    = {2013},
  volume  = {103},
  number  = {3},
  pages   = {381--386},
}

@Article{Beatty.2011,
  author  = {Beatty, Timothy K. M. and Crawford, Ian A.},
  title   = {How Demanding Is the Revealed Preference Approach to Demand?},
  journal = {American Economic Review},
  year    = {2011},
  volume  = {101},
  number  = {October},
  pages   = {2782--2795},
}

@Article{Beauchamp.2016,
  author  = {Beauchamp, Andrew and Sanzenbacher, Geoffrey and Seitz, Shannon and Skira, Meghan},
  title   = {Single Moms and Deadbeat Dads : The Role of Earnings , Marriage Market Conditions , and Preference Heterogeneity ∗},
  journal = {Unpublished Manuscript},
  year    = {2015},
}

@Article{Beaudry.2016,
	title={The Great Reversal in the Demand for Skill and Cognitive Tasks},
	author={Beaudry, Paul and Green, David A and Sand, Benjamin M},
	journal={Journal of Labor Economics},
	volume={34},
	number={S1},
	pages={S199--S247},
	year={2016},
	publisher={University of Chicago Press Chicago, IL}
}

@InCollection{Becker.1994,
  author    = {Becker, Gary S.},
  title     = {Human capital revisited},
  booktitle = {Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education},
  publisher = {University of Chicago Press},
  year      = {1994},
  chapter   = {II},
  pages     = {15--28},
}

@Book{Becker.1981,
  title     = {A Treatise on the Family},
  publisher = {Harvard University Press},
  year      = {1993},
  author    = {Becker, Gary S.},
  volume    = {22},
  number    = {2},
  address   = {Cambridge, MA},
  isbn      = {0674906985},
  abstract  = {Imagine each family as a kind of little factory--a multiperson unit producing meals, health, skills, children, and self-esteem from market goods and the time, skills, and knowledge of its members. This is only one of the remarkable concepts explored by Gary Becker in his landmark work on the family. Becker applies economic theory to the most sensitive and fateful personal decisions, such as choosing a spouse or having children. He uses the basic economic assumptions of maximizing behavior, stable preferences, arid equilibria in explicit or implicit markets to analyze the allocation of time to child care as well as to careers, to marriage and divorce in polygynous as well as monogamous societies, to the increase and decrease of wealth from one generation to another. The consideration of the family from this perspective has profound theoretical and practical implications. For example, Becker's analysis of assortative mating can be used to study matching processes generally. Becker extends the powerful tools of economic analysis to problems once considered the province of the sociologist, the anthropologist, and the historian. The obligation of these scholars to take account of his work thus constitutes an important step in the unification of the social sciences. "A Treatise on the Family" will have an impact on public policy as well. Becker shows that social welfare programs have significant effects on the allocation of resources within families. For example, social security taxes tend to reduce the amount of resources children give to their aged parents. The implications of these findings are obvious and far-reaching. With the publication of this extraordinary hook, the family moves to the forefront of the research agenda in the social sciences.},
  booktitle = {Contemporary Sociology},
  issn      = {00943061},
  pages     = {225},
  pmid      = {362},
}

@Article{Becker.1974,
  author  = {Becker, Gary S.},
  title   = {A Theory of Social Interactions},
  journal = {Journal of Political Economy},
  year    = {1974},
  volume  = {82},
  number  = {6},
  pages   = {1063--1093},
  issn    = {0022-3808},
  isbn    = {00223808},
  pmid    = {2423390},
}

@Book{Becker.1964,
  title     = {Human capital},
  publisher = {Columbia University Press},
  year      = {1964},
  author    = {Becker, Gary S.},
  address   = {New York City, NY},
  booktitle = {Library of Economics and Liberty},
}

@Article{Becker.1962,
  author  = {Becker, Gary S.},
  title   = {Irrational Behavior and Economic Theory},
  journal = {Journal of Political Economy},
  year    = {1962},
  volume  = {70},
  number  = {1},
  pages   = {1--13},
  isbn    = {0022-3808},
}

@Article{Becker.1966,
  author    = {Becker, Gary S. and Chiswick, Barry R.},
  title     = {Education and the Distribution of Earnings},
  journal   = {American Economic Review},
  year      = {1966},
  volume    = {56},
  number    = {1/2},
  pages     = {358-369},
  owner     = {peisenha},
  timestamp = {2017.02.10},
}

@Article{Becker.1997,
  author   = {Becker, Gary S. and Mulligan, Casey B.},
  title    = {The Endogenous Determination of Time Preference},
  journal  = {The Quarterly Journal of Economics},
  year     = {1997},
  volume   = {112},
  number   = {3},
  pages    = {729--758},
  issn     = {0033-5533, 1531-4650},
  abstract = {We model a consumer's efforts to reduce the discount on future utilities. Our analysis shows how wealth, mortality, addictions, uncertainty, and other variables affect the degree of time preference. In addition to working out many implications of the model, we discuss evidence on consumption, savings, equilibrium, and the dynamics of inequality. We claim that most of that evidence is consistent with the predictions of our approach.},
  isbn     = {00335533},
  pmid     = {2951254},
}

@Article{Becker.1986,
  author   = {Becker, Gary S. and Tomes, Nigel},
  title    = {Human capital and the rise and fall of families.},
  issn     = {0734-306X},
  number   = {3 Pt. 2},
  pages    = {1--47},
  volume   = {4},
  abstract = {"This paper develops a model of the transmission of earnings, assets, and consumption from parents to descendants. The model assumes utility-maximizing parents who are concerned about the welfare of their children. The degree of intergenerational mobility is determined by the interaction of this utility-maximizing behavior with investment and consumption opportunities in different generations and with different kinds of luck. We examine a number of empirical studies for different countries. Regression to the mean in earnings in rich countries appears to be rapid. Almost all the earnings advantages or disadvantages of ancestors are wiped out in three generations." A comment by Robert J. Willis is included (pp. 40-7).},
  isbn     = {0734-306X (Print)$\backslash$n0734-306X (Linking)},
  journal  = {Journal of Labor Economics},
  keywords = {Behavior, Decision Making, Economic, Economics, Family Characteristics, Financial Management, Income, Investments, Models, Social Change, Socioeconomic Factors, intergenerational},
  pmid     = {12146356},
  year     = {1986},
}

@Article{Becker.1979,
  author   = {Becker, Gary S. and Tomes, Nigel},
  title    = {An Equilibrium Theory of the Distribution of Income and Intergenerational Mobility},
  journal  = {Journal of Political Economy},
  year     = {1979},
  volume   = {87},
  number   = {6},
  pages    = {1153 -- 1189},
  issn     = {0022-3808},
  abstract = {The theory of inequality and intergenerational mobility presented in this essay assumes that each family maximizes a utility function spanning several generations. Utility depends on the consumption of parents and on the quantity and quality of their children. The income of children is raised when they receive more human and nonhuman capital from their parents. Their income is also raised by their "endowment" of genetically determined race, ability, and other characteristics, family reputation and "connections," and knowledge, skills, and goals provided by their family environment. The fortunes of children are linked to their parents not only through investments but also through these endowments acquired from parents (and other family members). The equilibrium income of children is determined by their market and endowed luck, the own income and endowment of parents, and the two parameters, the degree of inheritability and the propensity to invest in children. If these parameters are both less than unity, the distribution of income between families approaches a stationary distribution. The stationary coefficient of variation is greater, the larger the degree of in-heritability and the smaller the propensity to invest in children. Intergenerational mobility measures the effect of a family on the well-being of its children. We show that the family is more important when the degree of inheritability and the propensity to invest are larger. If both these parameters are less than unity, an increase in family income in one generation has negligible effects on the incomes of much later descendants. However, the incomes of children, grandchildren, and other early descendants could significantly increase; indeed, if the sum of these parameters exceeds unity, the changes in income rise for several generations before falling, and the maximum increase in income could exceed the initial increase.},
  isbn     = {00223808},
}

@Article{Becker.1976,
  author   = {Becker, Gary S. and Tomes, Nigel},
  title    = {Child Endowments and the Quantity and Quality of Children},
  journal  = {Source: The Journal of Political Economy},
  year     = {1976},
  volume   = {84},
  number   = {2},
  pages    = {143--162},
  issn     = {0022-3808},
  abstract = {Each copy of any part of a JSTOR transmission must contain the same copyright notice that appears on the screen or printed page of such transmission. JSTOR is a not-for-profit service that helps scholars, researchers, and students discover, use, and build upon a wide range of content in a trusted digital archive. We use information technology and tools to increase productivity and facilitate new forms of scholarship. For more information about JSTOR, please contact support@jstor.org.},
  isbn     = {00223808},
  pmid     = {5053360},
}

@Article{Behncke.2009,
  author   = {Behncke, Stefanie and Fr\"{o}lich, Markus and Lechner, Michael},
  title    = {Targeting Labour Market Programmes - Results from a Randomized Experiment},
  journal  = {Swiss Journal of Economics and Statistics},
  year     = {2009},
  volume   = {145},
  number   = {3},
  pages    = {221--268},
  abstract = {We evaluate a randomized experiment of a statistical support system developed to assist caseworkers in Swiss employment offices in choosing appropriate active labour market programmes for their unemployed clients. This statistical support system predicted the labour market outcome for each programme and thereby suggested an 'optimal' labour market programme for each unemployed person. The support system was piloted in several employment offices. In those pilot offices, half of the caseworkers used the system and the other half acted as control group. The allocation of the caseworkers to treatment and control group was random. The experiment was designed such that caseworkers retained full discretion about the choice of active labour market programmes, and the evaluation results showed that caseworkers largely ignored the statistical support system. This indicates that stronger incentives are needed for caseworkers to comply with statistical profiling and targeting systems.},
}

@TechReport{Behncke.2007,
  Title                    = {Abschlussbericht zum Pilotprojekt Statistisch assistierte Programmselektion (SAPS)},
  Author                   = {Behncke, Stefanie and Fr\"{o}lich, Markus and Lechner, Michael},
  Institution              = {Schweizerisches Institut f\"{u}r Aussenwirtschaft und Angewandte Wirtschaftsforschung},
  Year                     = {2007},

  Address                  = {St. Gallen, Switzerland},

  Booktitle                = {Schweizerisches Institut f\"{u}r Aussenwirtschaft und Angewandte Wirtschaftsforschung},
  Pages                    = {1--179}
}

@Article{Behrman.1985,
  author   = {Behrman, Jere and Taubman, Paul},
  title    = {Intergenerational Earnings Mobility in the United States: Some Estimates and a Test of Becker's Intergenerational Endowments Model},
  journal  = {Review of Economics and Statistics},
  year     = {1985},
  volume   = {67},
  number   = {1},
  pages    = {144},
  issn     = {00346535},
  abstract = {We estimate the intergenerational correlation (R) in the earnings to be 0.2 or less and the regression towards the mean of sons and daughters with their fathers to be substantial. Using education we test Becker's intergenerational endownments model. Contrary to predictions, we do not find grandparents' education enters negatively once parents' education is controlled nor do we find the bias in the OLS equations predicted by his theory when we use instrumental variables and two-stage least squares.},
  isbn     = {0034-6535},
}

@InCollection{Behrman.1997,
  Title                    = {Intrahousehold Distribution and the Family},
  Author                   = {Behrman, Jere R.},
  Booktitle                = {Handbook of Population and Family Economics},
  Publisher                = {North-Holland Publishing Company},
  Year                     = {1997},

  Address                  = {Amsterdam, Netherlands},
  Editor                   = {Rosenzweig, Mark R and Stark, Oded},
  Pages                    = {125--187},
  Volume                   = {1A},

  Abstract                 = {preference models consensus parental preference models nonconcensus models of household behavior impact of household time allocation human capital investment wages other economic outcomes differences in within-household allocation male vs. female prime-age vs. elderly high- vs. low birth order regaulation of allocation by endowments preferences human resource investment prices household resource level marriage market labor market opportunities importance of within.household allocations critical role for household in human capital investment (inferior results due to noncooperative bargaining) effect of intrahousehold distribution on inequality efficacy of micro- and macroeconomic targeted programs allocations efficiency efficacy equity$\backslash$ne}
}

@Article{Behrman.2013,
  author   = {Behrman, Jere R. and Parker, Susan W. and Wolpin, Kenneth I. and Todd, Petra E.},
  title    = {Aligning Learning Incentives of Students and Teachers: Results from a Social Experiment in Mexican High Schools},
  journal  = {Journal of Political Economy},
  year     = {2015},
  volume   = {123},
  number   = {2},
  pages    = {325--364},
  issn     = {00223808},
  abstract = {This paper evaluates the impact of three different performance incentives schemes using data from a social experiment that randomized 88 Mexican high schools with over 40,000 students into three treatment groups and a control group. Treatment one provides individual incentives for performance on curriculum-based mathematics tests to students only, treatment two to teachers only and treatment three gives both individual and group incentives to students, teachers and school administrators. Program impact estimates reveal the largest average effects for treatment three, smaller impacts for treatment one and no impact for treatment two.},
}

@Book{Belfield.2004,
  title       = {The High/Scope Perry Preschool Program: Cost--Benefit Analysis Using Data from the Age-40 Followup},
  year        = {2006},
  author      = {Belfield, Clive R. and Nores, Milagros and Barnett, Steve and Schweinhart, Lawrence},
  volume      = {XLI},
  number      = {1},
  address     = {New Brunswick, New Jersey},
  booktitle   = {Journal of Human Resources},
  institution = {National Institute for Early Education Research (NIEER)},
  issn        = {0022-166X, 1548-8004},
  pages       = {162--190},
}

@Article{Bell.2002,
  author   = {Bell, Stephen H. and Orr, Larry L.},
  title    = {Screening (and creaming?) applicants to job training programs: The AFDC homemaker-home health aide demonstrations},
  journal  = {Labour Economics},
  year     = {2002},
  volume   = {9},
  number   = {2},
  pages    = {279--301},
  issn     = {09275371},
  abstract = {Government emplyment and training programs typically do not have sufficient resources to serve all those who apply for assistance. Those to be served are usually selected by program staff based on management guidelines that allow considerable policy discretion at the local level. A longstanding issue in employment and training policy is wether allowing this flexibility leads to selection of applicants (1) most likely to benefit from the program or (2) who are likely to experience the highest absolute outcomes in the absence of program services, sometimes called "creaming". The distinction is crucial to the success of many programs, both as redistributional tools and as economic investments. Selection of those most likely to benefit from the program - i.e., those for whom the program's impact on subsequent labor market success will be greatest - will maximize the social return on the investment in training. In contrast, "creaming" may lead to little or no social benefit or to a substantial gain, depending on whether those selected for training - the group most likely to succeed without the treatment - in fact benefit most from it. The redistributional effects of a program will also depend on who is served: among the applicant group, a more equal distribution of economic well-being, ex post, will be achieved only if the program favors applicant likely to do worst without the intervention. This paper explores the role of creaming in the operation of seven welfare-to-work training programs, the type of programs that have been the focus of increased expenditures over the last 10 years as more and more welfare recipients have been pushed to become self-sufficient. It considers whether the program intake practices adopted in the studied programs furthered the social goals pursued and, if not, what consequences they had on the twin concerns of distributional equity and economic efficiency.},
  isbn     = {0927-5371},
}

@Book{Bellman.1957,
  title     = {Dynamic Programming},
  publisher = {Princeton University Press},
  year      = {1957},
  author    = {Bellman, Richard E.},
  address   = {Princeton, NJ},
}

@Article{Bellman.1954,
  author  = {Bellman, Richard E.},
  title   = {The theory of dynamic programming},
  journal = {Bulletin of the American Mathematical Society},
  year    = {1954},
  volume  = {60},
  number  = {6},
  pages   = {503--515},
}

@Article{Bellman.1964,
  author  = {Bellman, Richard E. and Kalaba, Robert and Kotkin, Bella},
  title   = {Differential Approximation Applied to the Solution of Convolution Equations},
  journal = {Mathmatics of Computation},
  year    = {1964},
  volume  = {18},
  pages   = {487--491},
}

@Article{Bellman.1963,
  author  = {Bellman, Richard E. and Kalaba, Robert and Kotkin, Bella},
  title   = {Polynomial Approximation -- A New Computational Technique in Dynamic Programming: Allocation Processes},
  journal = {Mathematics of Computation},
  year    = {1963},
  volume  = {17},
  number  = {82},
  pages   = {155},
  issn    = {00255718},
}

@article{Belzil.2002,
	title={Unobserved Ability and the Return to Schooling},
	author={Belzil, Christian and Hansen, J{\"o}rgen},
	journal={Econometrica},
	volume={70},
	number={5},
	pages={2075--2091},
	year={2002},
}

@Article{Belzil.2007,
  author    = {Belzil, Christian},
  title     = {The Return to Schooling in Structural Dynamic Models: A Survey},
  journal   = {European Economic Review},
  year      = {2007},
  volume    = {51},
  number    = {5},
  pages     = {1059 --1105},
  owner     = {peisenha},
  timestamp = {2017.03.13},
}

@article{Belzil.2007a,
	author = {Belzil, Christian and Leonardi, Marco},
	title = {Can risk aversion explain schooling attainments? Evidence from Italy},
	journal = {Labour Economics},
	volume = {14},
	number = {6},
	pages = {957 -- 970},
	year = {2007},
}

@Article{Belzil.2017,
  author  = {Belzil, Christian and Hansen, Jorgen and Liu, Xingfei},
  title   = {Dynamic skill accumulation, education policies, and the return to schooling},
  journal = {Quantitative Economics},
  year    = {2017},
  volume  = {8},
  number  = {3},
  pages   = {895--927},
}

@inbook{Belzil.2004,
	Author = {Belzil, Christian and Hansen, Jorgen},
	Booktitle = {Accounting for Worker Well-Being},
	Editor = {Solomon W.  Polachek},
	Pages = {335--358},
	Publisher = {Emerald Group Publishing Limited},
	Title = {Earnings Dispersion, Risk Aversion and Education},
	Volume = {23},
	Year = {2004},
}

@Article{Ben-Porath.1967,
  author  = {Ben-Porath, Yoram},
  title   = {The Production of Human Capital and the Life Cycle of Earnings},
  journal = {Journal of Political Economy},
  year    = {1967},
  volume  = {75},
  number  = {4},
  pages   = {352--365},
}

@article{Ben-Porath.1997,
	title = {On the Measurement of Inequality under Uncertainty},
	journal = {Journal of Economic Theory},
	volume = {75},
	number = {1},
	pages = {194 - 204},
	year = {1997},
	author = {Ben-Porath, Elchanan and Gilboa, Itzhak and Schmeidler, David},
}

@Article{Bensmail.1997,
  author  = {Bensmail, Halima and Celeux, Gilles and Belzil, Christian. and Robert, Christian P.},
  title   = {Inference in Model Based-Cluster Analysis},
  journal = {Statistics and Computing},
  year    = {1997},
  volume  = {7},
  pages   = {1--10},
}

@Article{Ben-Tal.2011,
  author  = {Ben-Tal, Aharon and Chung, Byung Do and Mandala, Supreet Reddy and Yao, Tao},
  title   = {Robust Optimization for Emergency Logistics Planning: Risk Mitigation in Humanitarian Relief Supply Chains},
  journal = {Transportation Research Part B: Methodological},
  year    = {2011},
  volume  = {45},
  number  = {8},
  pages   = {1177--1189},
}

@Book{Ben-Tal.2009,
  title     = {Robust optimization},
  publisher = {Princeton University Press},
  year      = {2009},
  author    = {Ben-Tal, Aharon and {El Ghaoui}, Laurent and Nemirowski, Arkadi},
  address   = {Princeton, NJ},
}

@Article{Ben.1997,
  author    = {Ben-Tal, Aharon and Nemirovski, Arkadi},
  title     = {Robust truss topology design via semidefinite programming},
  journal   = {SIAM Journal on Optimization},
  year      = {1997},
  volume    = {7},
  number    = {4},
  pages     = {991--1016},
  publisher = {SIAM},
}

@article{Ben-Tal.1998,
	author = {Ben-Tal, A. and Nemirovski, A.},
	title = {Robust Convex Optimization},
	journal = {Mathematics of Operations Research},
	volume = {23},
	number = {4},
	pages = {769-805},
	year = {1998},
}

@Article{Berg.2009,
  author    = {Berg, Gerard J. and Bergemann, Annette H. and Caliendo, Marco},
  title     = {The Effect of Active Labor Market Programs on Non-yet Treated Unemployed Individuals},
  journal   = {Journal of the European Economic Association},
  year      = {2009},
  volume    = {7},
  number    = {2-3},
  pages     = {606--616},
  publisher = {Wiley Online Library},
}

@article{Berger.2013,
	title={Treatment Decisions under Ambiguity},
	author={Berger, Lo{\"i}c and Bleichrodt, Han and Eeckhoudt, Louis},
	journal={Journal of Health Economics},
	volume={32},
	number={3},
	pages={559--569},
	year={2013},
	publisher={Elsevier}
}

@Book{Berger.2010,
  Title                    = {Statistical decision theory and {B}ayesian analysis},
  Author                   = {Berger, James O.},
  Publisher                = {Springer},
  Year                     = {2010},

  Address                  = {New York City, NY}
}

@InCollection{Berger.2001,
  author    = {Berger, Mark C. and Black, Dan and Smith, Jeffrey},
  title     = {Evaluating profiling as a means of allocating government services},
  booktitle = {Econometric Evaluation of Labour Market Policies},
  publisher = {Physica Verlag},
  year      = {2001},
  editor    = {Lechner, Michael and Pfeiffer, Friedhelm},
  pages     = {59--84},
  address   = {Heiderlbert, Germany},
  isbn      = {978-3-642-57615-7},
  abstract  = {This paper considers the use of statistical profiling to allocate persons to alternative options within government programs, or to participation or non-participation in programs Profiling has been used in the United States to allocate unemployment insurance (UI) claimants to reemployment services based on the predicted duration of their UI claim. We place profiling in the context of the choice among alternative assignment mechanisms. Different mechanisms have different costs and benefits — any one mechanism, whether profiling or something else, may not be optimal for every program. Within profiling systems, we highlight the need for clarity regarding the objective of the assignment mechanism, e.g. equity or efficiency, and we discuss situations in which equity and efficiency goals may conflict. In relation to UI profiling in the United States, we provide empirical evidence from the state of Kentucky on two important questions. First, we demonstrate that it is possible to effectively predict the duration of UI spells, but that effectively doing so requires using more covariates than many US states presently do. This finding is important because effective prediction of the profiling variable is a necessary but not sufficient condition for the success of a profiling system. Second, we show that the impact of reemployment services does not appear to vary with expected duration of the UI spell, indicating that UI profiling in Kentucky does not advance the goal of efficiency, though it may advance equity goals.},
}

@InCollection{Bergstrom.1997,
  Title                    = {A Survey of Theories of the Family},
  Author                   = {Bergstrom, Theodore C.},
  Booktitle                = {Handbook of Population and Family Economics},
  Publisher                = {North-Holland Publishing Company},
  Year                     = {1997},

  Address                  = {Amsterdam, Netherlands},
  Editor                   = {Rosenzweig, Mark R and Stark, Oded},
  Pages                    = {21--79},
  Volume                   = {1A},

  Abstract                 = {household technology and utility possibility frontier household prodction function specialisation comparative advantage returns to scale facctor substitution human capital assortive mating household public goods household utility possibility frontier transferabel utility family decision making unitary theories transferable utility pluralistic theories proportional sharing rules cooperative Nash bargaining methods}
}

@Article{Bernal.2008,
  author   = {Bernal, Raquel},
  title    = {The Effect of Maternal Employment and Child Care on Children's Cognitive Development},
  journal  = {International Economics Review, forthcoming},
  year     = {2008},
  volume   = {49},
  number   = {4},
  pages    = {1173--1209},
  issn     = {00206598},
  abstract = {This article develops and estimates a dynamic model of employment and child care decisions of women after childbirth to evaluate the effects of these choices on children's cognitive ability. We use data from the National Longitudinal Survey of Youth to estimate it. Results indicate that the effects of maternal employment and child care on children's ability are negative and sizable. Having a mother that works full-time and uses child care during one year is associated with a reduction in ability test scores of approximately 1.8{\%} (0.13 standard deviations). We assess the impact of policies related to parental leave and child care on children's outcomes.},
}

@Article{Bernal.2011,
  author   = {Bernal, Raquel and Keane, Michael P.},
  title    = {Child Care Choices and Children's Cognitive Achievement: The Case of Single Mothers},
  issn     = {0734306X},
  number   = {3},
  pages    = {459--512},
  volume   = {29},
  abstract = {We evaluate the effect of child care versus maternal time inputs on child cognitive development using single mothers from the NLSY79. To deal with nonrandom selection of children into child care, we exploit the exogenous variation in welfare policy rules facing single mothers. In particular, the 1996 welfare reform and earlier state-level policy changes generated substantial increases in their work/child care use. We construct a comprehensive set of welfare policy variables and use them as instruments to estimate child cognitive ability production functions. In our baseline spec- ification, we estimate that a year of child care reduces child test scores by 2.1{\%}},
  isbn     = {8474919916},
  journal  = {Journal of Labor Economics},
  keywords = {author, c at the university, child care choices and, children, keane, mothers, of chicago, p, raquel bernal and michael, s, s cognitive achievement, the case of single, the university of chicago},
  year     = {2011},
}

@Article{Bernal.2010,
  author   = {Bernal, Raquel and Keane, Michael P.},
  title    = {Quasi-structural estimation of a model of childcare choices and child cognitive ability production},
  issn     = {03044076},
  number   = {1},
  pages    = {164--189},
  volume   = {156},
  abstract = {This article evaluates the effects of maternal vs. alternative care providers' time inputs on children's cognitive development using the sample of single mothers in the National Longitudinal Survey of Youth. To deal with the selection problem created by unobserved heterogeneity of mothers and children, we develop a model of mother's employment and childcare decisions. We then obtain approximate decision rules for employment and childcare use, and estimate these jointly with the child's cognitive ability production function. To help identify our selection model, we take advantage of the plausibly exogenous variation in employment and childcare choices of single mothers generated by the variation in welfare rules across states and over time created by the 1996 welfare reform legislation and earlier State waivers. {\textcopyright} 2009 Elsevier B.V. All rights reserved.},
  isbn     = {0304-4076},
  journal  = {Journal of Econometrics},
  keywords = {Child cognitive development, childcare, female labor supply, human capital},
  year     = {2010},
}

@Article{Bernoulli.1738,
  author   = {Bernoulli, Daniel},
  title    = {Specimen theoriae novae de mensura sortis},
  journal  = {Commentarii academiae scientiarum imperialis Petropolitanae},
  year     = {1738},
  volume   = {5},
  pages    = {175--192},
  abstract = {Ex eo tempore, quo Geometrae considerare coeperunt mensuras fortium, affirmarunt omnes, valorem expectationis obtineri, cum valores finguli expectati muiltiplicentur per numerum casuum quibus obtingere possunt, aggregatumque productorum dividatur per summam omnium casuum: casus autem considerare iubent, qui sint inter se aeque procliues: Hacque posita regula, quodcunque reliquum est in ista doctrina huc redit, ut casus omnes enumerentur, in aequie procliues resoluantur atque in debitam classem disponantur.},
}

@Book{Bernstein.1917,
  Title                    = {Calcul des Probabilites},
  Author                   = {Bernstein, Serge},
  Year                     = {1917}
}

@Article{Berry.1995,
  author   = {Berry, Steven T. and Levinsohn, James and Pakes, Ariel},
  title    = {Automobile Prices in Market Equilibrium},
  issn     = {00129682},
  number   = {4},
  pages    = {841--890},
  volume   = {63},
  abstract = {This paper develops techniques for empirically analyzing demand and supply in differentiated products markets and then applies these techniques to analyze equilibrium in the U.S. automobile industry. Our primary goal is to present a framework which enables one to obtain estimates of demand and cost parameters for a class of oligopolistic differentiated products markets. These estimates can be obtained using only widely available product-level and aggregate consumer-level data, and they are consistent with a structural model of equilibrium in an oligopolistic industry. When we apply the tech- niques developed here to the U.S. automobile market, we obtain cost and demand parameters for (essentially) all models marketed over a twenty year period.},
  isbn     = {00129682},
  journal  = {Econometrica},
  keywords = {Demand and supply, aggregation, automobiles., differentiated products, discrete choice, simultaneity},
  pmid     = {48656979569437298},
  year     = {1995},
}

@InCollection{Bertola.2000,
  author    = {Bertola, Giuseppe},
  title     = {Macroeconomics of distribution and growth},
  booktitle = {Handbook of income distribution},
  publisher = {Elsevier Science},
  year      = {2000},
  editor    = {Atkinson, Anthony B and Bourguignon, Francois},
  volume    = {1},
  number    = {98},
  pages     = {477--540},
  address   = {Amsterdam, NL},
  isbn      = {1574-0056},
  abstract  = {This chapter reviews various interactions between the distribution of income across individuals and factors of production on the one hand, and aggregate savings, investment, and macroeconomic growth on the other. Tractable models necessarily focus on specific causal channels within this complex web of interactions, and the survey is organized around a few relevant methodological insights. In a "neoclassical" economy where all intra- and intertemporal markets exist and clear competitively, all distributional issues should be resolved before market interactions address the economic problem of allocating scarce resources efficiently, and the dynamics of income and consumption distribution have no welfare implications. Other models, recognizing that market interactions need not maximize a hypothetical representative individual's welfare, let accumulated and nonaccumulated factors of production be owned by individuals with exogenously or endogenously different saving propensities, and feature interactions between the personal and functional distribution of resources and macroeconomic accumulation. Furthermore, rates of return to savings and investments are generally heterogeneous when they are only partially (if at all) interconnected by financial markets, as is the case in overlapping generation economies, in models with binding self-financing constraints, and in models where financial market imperfections let individual consumption flows be affected by idiosyncratic uncertainty. The chapter also reviews models where distributional tensions, far from being resolved ex ante, work their way through distortionary policies and market interactions to bear directly on both macroeconomic dynamics and income distribution. Finally, it relates theoretical insights to recent empirical work on cross-country growth dynamics and on relationships between within-country inequality and macroeconomic performance.},
  issn      = {15740056},
}

@Article{Bertrand.2004,
  author   = {Bertrand, Marianne and Duflo, Esther and Mullainathan, Sendhil},
  title    = {How much should we trust differences-in-differences estimates?},
  journal  = {The Quarterly Journal of Economics},
  year     = {2004},
  volume   = {119},
  number   = {1},
  pages    = {249--275},
  issn     = {1098-6596},
  abstract = {Most papers that employ Differences-in-Differences estimation (DD) use many years of data and focus on serially correlated outcomes but ignore that the resulting standard errors are inconsistent. To illustrate the severity of this issue, we randomly generate placebo laws in state-level data on female wages from the Current Population Survey. For each law, we use OLS to compute the DD estimate of its “effectâ€Â? as well as the standard error of this estimate. These conventional DD standard errors severely understate the standard deviation of the estimators: we find an “effectâ€Â? significant at the 5 percent level for up to 45 percent of the placebo interventions. We use Monte Carlo simulations to investigate how well existing methods help solve this problem. Econometric corrections that place a specific parametric form on the time-series process do not perform well. Bootstrap (taking into account the autocorrelation of the data) works well when the number of states is large enough. Two corrections based on asymptotic approximation of the variance-covariance matrix work well for moderate numbers of states and one correction that collapses the time series information into a “preâ€Â?- and “postâ€Â?-period and explicitly takes into account the effective sample size works well even for small numbers of states.},
  isbn     = {9788578110796},
  pmid     = {25246403},
}

@article{Bertrand.2020,
  title = {Improving Educational Pathways to Social Mobility: {E}vidence from {N}orway's ``{R}eform 94''},
  author = {Bertrand, Marianne and Mogstad, Magne and Mountjoy, Jack},
  year = {2020},
  journal = {Journal of Labor Economics},
  note = {forthcoming},
  issn = {0734-306X, 1537-5307},
  doi = {10.1086/713009},
  language = {en}
}


@Book{Bertsekas.2007,
  Title                    = {Dynamic Programming and Optimal Control},
  Author                   = {Bertsekas, Dimitri P.},
  Publisher                = {Athena Scientific},
  Year                     = {2007},

  Address                  = {Nashua, NH}
}

@Book{Bertsekas.1976,
  Title                    = {Dynamic Programming and Stochastic Control},
  Author                   = {Bertsekas, Dimitri P.},
  Publisher                = {Academic Press},
  Year                     = {1976},

  Address                  = {New York City, NY},

  ISBN                     = {9780120932504}
}

@Book{Bertsekas.1996,
  Title                    = {Neuro-dynamic programming},
  Author                   = {Bertsekas, Dimitri P. and Tsitsiklis, John N.},
  Publisher                = {Athena Scientific},
  Year                     = {1996},

  Address                  = {Nashua, NH},

  Abstract                 = {1. Introduction -- 2. Dynamic programming -- 3. Neural network architectures and training -- 4. Stochastic iterative algorithms -- 5. Simulation methods for a lookup table representation -- 6. Approximate DP with cost-to-go function approximation -- 7. Extensions -- 8. Case studies -- Appendix A: Mathematical review -- Appendix B: On probability theory and Markov chains.},
  ISBN                     = {1886529108},
  Pages                    = {491}
}

@Article{Bertsimas.2009,
  author   = {Bertsimas, Dimitris and Brown, David B.},
  title    = {Constructing Uncertainty Sets for Robust Linear Optimization},
  journal  = {Operations Research},
  year     = {2009},
  volume   = {57},
  number   = {6},
  pages    = {1483--1495},
  issn     = {0030-364X},
  abstract = {Abstract In this paper, we propose a methodology for constructing uncertainty sets within the framework of robust optimization for linear optimization problems with uncertain parameters. Our approach relies on decision maker risk preferences. Specifically, we utilize the theory ... $\backslash$n},
  isbn     = {0030-364X},
}

@Article{Bertsimas.2011,
  author  = {Bertsimas, Dimitris and Brown, David B. and Caramanis, Constantine},
  title   = {Theory and Applications of Robust Optimization},
  journal = {SIAM Review},
  year    = {2011},
  volume  = {53},
  number  = {3},
  pages   = {464--501},
}

@Article{Bertsimas.2018,
  author  = {Bertsimas, Dimitris and Gupta, Vishal and Kallus, Nathan},
  title   = {Data-driven robust optimization},
  journal = {Mathematical Programming},
  year    = {2018},
  volume  = {167},
  number  = {2},
  pages   = {235--292},
}

@Article{Bewley.2011,
  author  = {Bewley, Truman F.},
  title   = {Knightian decision theory and econometric inferences},
  journal = {Journal of Economic Theory},
  year    = {2011},
  volume  = {146},
  number  = {3},
  pages   = {1134--1147},
}

@Article{Bewley.2002,
  author  = {Bewley, Truman F.},
  title   = {Knightian decision theory: Part I},
  journal = {Decisions in Economics and Finance},
  year    = {2002},
  volume  = {25},
  number  = {2},
  pages   = {79--110},
}

@Article{Bewley.1987,
  author  = {Bewley, Truman F.},
  title   = {Knightian decision theory, {P}art {II}: Intertemporal problems},
  journal = {Cowles Foundation Discussion Papers},
  year    = {1987},
  volume  = {835},
}

@Article{Bhat.2010,
  author  = {BhaJung, Dawoon. and Eluru, Naveen},
  title   = {A Copula-Based Approach to Accomodate Residential Self-Selection Effects in Travel Behavior Modeling},
  journal = {Working Paper},
  year    = {2010},
}

@Article{Bharati.2017,
  author    = {Bharati, Tushar and Chin, Seungwoo and Jung, Dawoon},
  title     = {The Heterogeneous Effect of Primary School Construction in Indonesia: Catch Up and Teacher Quality},
  journal   = {Unpublished Manuscript},
  year      = {2017},
  owner     = {peisenha},
  timestamp = {2017.05.10},
}

@Article{Bhattachary.2010,
  author  = {Bhattachary, Debopam},
  title   = {Evaluating Treatment Protocol using Data Combination},
  journal = {Working Paper},
  year    = {2010},
}

@Article{Bhattachary.2009,
  author  = {Bhattachary, Debopam},
  title   = {Inferring Optimal Peer Assignment From Experimental Data},
  journal = {Journal of the American Statistical Association},
  year    = {2009},
  volume  = {104},
  number  = {486},
  pages   = {486--500},
}

@Article{Bhattachary.2011,
  author  = {Bhattachary, Debopam and Dupas, Pascaline},
  title   = {Inferring Welfare-Maximizing Treatment Assignment under Budget Constraints},
  journal = {Journal of Econometrics},
  year    = {2012},
  volume  = {167},
  number  = {1},
  pages   = {168--196},
}

@Article{Bhattachary.2008,
  author  = {Bhattacharya, Jay and Shaikh, Azeem M. and Vytlacil, Edward},
  title   = {Treatment Effect Bounds under Monotonicity Assumptions: An Application to Swan Ganz Catheterization},
  journal = {American Economic Review, Papers and Proceedings},
  year    = {2008},
  volume  = {98},
  number  = {2},
  pages   = {351--356},
  issn    = {0304-4076},
}

@Article{Bhuller.2018,
  author    = {Bhuller, Manudeep and Eisenhauer, Philipp and Mendel, Moritz},
  title     = {The option value of schooling},
  journal   = {Unpublished Working Paper},
  year      = {2018},
  publisher = {Unpublished manuscript},
}

@article{Bhuller.2020,
	title={Incarceration, Recidivism, and Employment},
	author={Bhuller, Manudeep and Dahl, Gordon B and Loken, Katrine V and Mogstad, Magne},
	journal={Journal of Political Economy},
	volume={128},
	number={4},
	pages={1269--1324},
	year={2020},
	publisher={The University of Chicago Press Chicago, IL}
}

@Article{Mogstad.2017,
  author    = {Bhuller, Manudeep and Mogstad, Magne and Salvanes, Kjell G.},
  title     = {Life Cycle Earnings, Education Premiums and Internal Rates of Return},
  journal   = {Journal of Labor Economics},
  year      = {2017},
  volume    = {35},
  number    = {4},
  pages     = {993--1030},
  owner     = {peisenha},
  timestamp = {2017.02.10},
}

@Article{Biewen.2002,
  author   = {Biewen, Martin},
  title    = {Bootstrap inference for inequality, mobility and poverty measurement},
  issn     = {03044076},
  number   = {2},
  pages    = {317--342},
  volume   = {108},
  abstract = {This paper proposes the use of the bootstrap for the most commonly applied procedures in inequality, mobility and poverty measurement. In addition to simple inequality index estimation the scenarios considered are inequality difference tests for correlated data, decompositions by sub-group or income source, decompositions of inequality changes, and mobility index and poverty index estimation. Besides showing the consistency of the bootstrap for these scenarios, the paper also develops simple ways to deal with longitudinal correlation and panel attrition or non-response. In principle, all the proposed procedures can be handled by the $\delta$-method, but Monte Carlo evidence suggests that the simplest possible bootstrap procedure should be the preferred method in practice, as it achieves the same accuracy as the $\delta$-method and takes into account the stochastic dependencies in the data without explicitly having to deal with its covariance structure. If a variance estimate is available, then the studentized version of the bootstrap may lead to an improvement in accuracy, but substantially so only for relatively small sample sizes. All results incorporate the possibility that different observations have different sampling weights. {\textcopyright} 2002 Elsevier Science B.V. All rights reserved.},
  isbn     = {0304-4076},
  journal  = {Journal of Econometrics},
  keywords = {Bootstrap, Inequality, Mobility, Poverty},
  year     = {2002},
}

@Article{Biewen.2007,
  author   = {Biewen, Martin and Waller, Marie},
  title    = {Which Program for Whom ? {E}vidence on the Comparative Effectiveness of Public Sponsored Training Programs in Germany},
  number   = {2885},
  volume   = {2885},
  abstract = {We use a new and exceptionally rich administrative data set for Germany to evaluate the employment effects of a variety of public sponsored training programs in the early 2000s. Building on the work of Sianesi (2003, 2004), we employ propensity score matching methods in a dynamic, multiple treatment framework in order to address program heterogeneity and dynamic selection into programs. Our results suggest that in West Germany both short-term and medium-term programs show considerable employment effects for certain population subgroups but in some cases the effects are zero in the medium run. Short-term programs are surprisingly effective when compared to the traditional and more expensive longer-term programs. With a few exceptions, we find little evidence for significant positive treatment effects in East Germany. There is some evidence that the employment effects decline for older workers and for low-skilled workers.},
  journal  = {IZA Discussion Papers Series},
  keywords = {active labor market programs, administrative data, dynamic treatment effects, evaluation, local linear matching, multiple treatments},
  year     = {2007},
}

@Article{Bilkic.2012,
  author    = {Bilkic, Natasa and Gries, thomas and Pilichowski, Margarethe},
  title     = {Stay in school or start working? - The human capital investment decision under uncertainty and irreversibility},
  journal   = {Labour Economics},
  year      = {2012},
  volume    = {19},
  pages     = {706-717},
  owner     = {peisenha},
  timestamp = {2017.02.21},
}

@Article{Bishop.2016,
  author  = {Bishop, Kelly C. and Murphy, Alvin D.},
  title   = {Valuing Time-Varying Attributes using the Hedonic Model: When is a Dynamic Approach Necessary?},
  journal = {Review of Economics and Statistics},
  year    = {2016},
}

@Article{Bishop.2011,
  author  = {Bishop, Kelly C. and Murphy, Alvin D.},
  title   = {Estimating the Willingness to Pay to Avoid Violent Crime: A Dynamic Approach},
  journal = {American Economic Review: Papers \& Proceedings},
  year    = {2011},
  volume  = {101},
  number  = {3},
  pages   = {625--629},
}

@Article{Bjorklund.1993,
  author  = {Bj\"{o}rklund, Anders},
  title   = {A Comparisons Between Actual Distributions of Annual and Lifetime Income: Sweden 1951-1989},
  journal = {Review of Income and Wealth},
  year    = {1993},
  volume  = {39},
  number  = {5},
  pages   = {1009--1018},
}

@Article{Bjorklund.1988,
  author  = {Bj\"{o}rklund, Anders},
  title   = {What Experiments Are Needed for Manpower Policy?},
  journal = {The Journal of Human Resources},
  year    = {1988},
  volume  = {23},
  number  = {2},
  pages   = {267--277},
}

@Article{Bjorklund.2002,
  author  = {Bj\"{o}rklund, Anders and Erikson, Tor and J\"{a}ntti, Markus and Raaum, Oddbj\"{o}rn and \"{O}sterbacka, Eva},
  title   = {Brother Correlations in Earnings in Denmark, Finland, Norway, and Sweden Compared to the United States},
  journal = {Journal of Population Economics},
  year    = {2002},
  volume  = {15},
  number  = {4},
  pages   = {757--772},
}

@Article{Bjorklund.2007,
  author  = {Bj\"{o}rklund, Anders and J\"{a}ntti, Markus and Solon, Gary},
  title   = {Nature and Nurture in the Intergenerational Transmission of Socioeconomic Status: Evidence from Swedish Children and Their Biological and Rearing Parents},
  journal = {NBER Working Paper},
  year    = {2007},
  volume  = {12985},
}

@Article{Bjorklund.2008,
  author  = {Bj\"{o}rklund, Anders and Lindahl, Lena and Lindquist, Matthew},
  title   = {What More Than Parental Income? {A}n exploration of what Swedish siblings get from their parents},
  journal = {Unpublished Manuscript},
  year    = {2008},
}

@Article{Bjorklund.1987,
  author  = {Bj\"{o}rklund, Anders and Moffitt, Robert},
  title   = {The Estimation of Wage Gains and Welfare Gains in Self-Selection Models},
  journal = {Review of Economics and Statistics},
  year    = {1987},
  volume  = {69},
  number  = {1},
  pages   = {42--49},
}

@InCollection{Bjorklund.1996,
  Title                    = {Experimental Evaluation of European Labour Market Policy},
  Author                   = {Bj\"{o}rklund, Anders and Regner, Hakan},
  Booktitle                = {International Handbook of Labour Market Policy and Evaluation},
  Publisher                = {Cheltenham, Edward Elgar},
  Year                     = {1996}
}

@Article{Bjorklund.1997,
  author  = {Bj�rklund, Anders and J\"{a}ntti, Markus},
  title   = {Intergenerational Income Mobility in Sweden Compared to the United States},
  journal = {American Economic Review},
  year    = {1997},
  volume  = {87},
  number  = {5},
  pages   = {1009--1018},
}

@Article{Bjorn.1981,
  author  = {Bjorn, Paul A. and Vuong, Quang H.},
  title   = {Simultaneous Equations Models for Dummy Endogenous Variables: A Game Theoretic Formulation with Application to Labor Force Participation},
  journal = {California Institute of Technology},
  year    = {1981},
  volume  = {537},
}

@Article{Black.2008,
  author  = {Black, Sandra E. and Devereux, Paul J. and Salvanes, Kjell G.},
  title   = {Like Father, Like Son? {A} Note on the Intergenerational Transmission of {IQ} Scores},
  journal = {IZA Discussion Paper},
  year    = {2008},
  volume  = {No. 3651},
}

@Article{Bladen.2005,
  author  = {Bladen, Jo},
  title   = {International Evidence on Intergenerational Mobility},
  journal = {Unpublished Manuscript},
  year    = {2005},
}

@Article{Blanden.2008,
  author  = {Bladen, Jo and Gregg, Paul and Macmillan, Lindsey},
  title   = {Intergenerational Persistence in Income and Social Class: The Impact of Within-Group Inequality},
  journal = {Unpublished Manuscript},
  year    = {2008},
}

@Article{Blanden.2007,
  author  = {Bladen, Jo and Gregg, Paul and Macmillan, Lindsey},
  title   = {Accounting for Intergenerational Income Persistence: Non-cognitive Skills, Ability and Education},
  journal = {The Economic Journal},
  year    = {2007},
  volume  = {117},
  number  = {519},
  pages   = {C43----C60},
}

@Article{Blair.2006,
  author  = {Blair, Clancy},
  title   = {How Similar are Fluid Cognition and General Intelligence? {A} Developmental Neuroscience Perspective on Fluid Cognition as an Aspect of Human Cognitive Ability},
  journal = {Behavioral and Brain Science},
  year    = {2006},
  volume  = {29},
  pages   = {109--160},
}

@Article{Blair.2007,
  author  = {Blair, Clancy and Razza, Rachel P.},
  title   = {Relating Effortful Control, Executive Function, and False Belief Understanding to Emerging Math and Literacy Ability in Kindergarten},
  journal = {Child Development},
  year    = {2007},
  volume  = {78},
  number  = {2},
  pages   = {647--663},
}

@Article{Blattman.2017,
  author  = {Blattman, Christopher and Jamison, Julian C. and Sheridan, Margaret},
  title   = {Reducing crime and violence: Experimental evidence from cognitive behavioral therapy in {L}iberia},
  journal = {American Economic Review},
  year    = {2017},
  volume  = {107},
  number  = {4},
  pages   = {1165--1206},
}

@Article{Blau.1999,
  author  = {Blau, David M.},
  title   = {The Effect of Child Care Characteristics on Child Development},
  journal = {The Journal of Human Resources},
  year    = {1999},
  volume  = {34},
  number  = {4},
  pages   = {786--822},
}

@Article{Blau.2008,
  author  = {Blau, David M and van der Klaauw, Wilbert},
  title   = {A Demographic Analysis of the Family Structure Experieces of Children in the United States},
  journal = {Review of Economics of the Household},
  year    = {2008},
  volume  = {6},
  number  = {3},
  pages   = {193--221},
}

@Article{Blau.1996,
  author  = {Blau, Francine D. and Kahn, Lawrence M.},
  title   = {International Differences in Male Wage Inequality: Institutions versus Market Forces},
  journal = {Journal of Political Economy},
  year    = {1996},
  volume  = {104},
  number  = {4},
  pages   = {791--837},
}

@Article{Bilschak.2016,
  author   = {Blischak, John D. and Davenport, Emily R. and Wilson, Greg},
  title    = {A Quick Introduction to Version Control with Git and GitHub},
  journal  = {PLoS Computational Biology},
  year     = {2016},
  volume   = {12},
  number   = {1},
  issn     = {15537358},
  abstract = {Many scientists write code as part of their research. Just as expriments are logged in laboratory notebooks, it is important to document the code you use for analysis. However, a few key problems can arise when iteratively developing code that make it difficult to document and track which code version was used to create each result. First, you often need to experiment with new ideas, such as adding new features to a script or increasing the speed of a slow step, but you do not want to risk breaking the currently working code. One often-utilized solution is to make a copy of the script before making new edits. However, this can quickly become a problem because it clutters your file system with uninformative filenames, e.g., analisys.sh, analysis{\_}02.sh, analysis{\_}03.sh, etc. It is difficult to remember the differences between the verions of the files and, more importantly, which version you used to produce specific results, especially if you return to the code months later. Second, you will likely share your code with multiple lab mates or collaborators, and they may have suggestions on how to improve it. If you email the code to multiple people, you will have to manually incorporate all the changes of them sends. Fortunately, software engineers have already developed software to manage these issues: version control. A version control system (VCS) allows you to track the iterative changes you make to your code, Thus, you can experiment with new ideas but always have the option to revert to a specific past version of the code you used to generate particular results. Furthermore, you can record messages as you save each successive version so that you (or anyone else) reviewing the development history of the code is able to understand the rationale for the given edits. It also facilitates collaboration. Using a VCS, your collaborators can make and save changes to the code, and you can automatically incorporate these changes to the main code base. The collaborative aspect is enhanced with the emergence of websites that host version-controlled code.},
  annote   = {e1004668. doi:10.1371/journal.pcbi.1004668},
  isbn     = {15537358 (Electronic)},
  pmid     = {26785377},
}

@Article{Blomeyer.2009,
  author  = {Blomeyer, Dorothea and Coneus, Katja and Laucht, Manfred and Pfeiffer, Friedhelm},
  title   = {Perinatal Conditions, Home Resources and Competencies in the Early Life Course},
  journal = {Working Paper},
  year    = {2009},
  volume  = {ZEW Mannhe},
}

@Article{Blomeyer.2008,
  author  = {Blomeyer, Dorothea and Coneus, Katja and Laucht, Manfred and Pfeiffer, Friedhelm},
  title   = {Initial Risk Matrix, Home Resources, Ability Development and Children's Achievement: Evidence from MARS},
  journal = {Working Paper},
  year    = {2008},
  volume  = {ZEW Mannhe},
}

@Article{Bloom.1984,
  author  = {Bloom, Howard S},
  title   = {Accounting for No-Shows in Experimental Evaluation Designs},
  journal = {Evaluation Review},
  year    = {1984},
  volume  = {8},
  pages   = {225--246},
}

@Book{Blossfeld.1993,
  Title                    = {Perisitent Inequality: Changing Educational Attainment in Thirteen Countries},
  Author                   = {Blossfeld, Hans-Peter and {Shavit Yossi}},
  Publisher                = {Westview Press},
  Year                     = {1993},

  Address                  = {Boulder, Colorado}
}

@InCollection{Blundell.1990,
  Title                    = {Evaluating Structural Microeconometric Models of Labour Supply},
  Author                   = {Blundell, Richard},
  Booktitle                = {Advances in Econometrics, Sixth World Congress},
  Publisher                = {Cambridge University Press},
  Year                     = {1990},
  Editor                   = {Laffong, J and Sims, C}
}

@Article{Blundell.2009,
  author  = {Blundell, Richard and {Costas Dias}, Monica},
  title   = {Alternative Approaches to Evaluation in Empirical Microeconomics},
  journal = {Journal of Human Resources},
  year    = {2009},
  volume  = {44},
  number  = {3},
  pages   = {565--640},
}

@Article{Blundell.2005,
  author  = {Blundell, Richard and Dearden, Lorraine and Sinesi, Barbara},
  title   = {Evaluating the Effect of Education on Earnings: Models, Methods and Results from the National Child Development Survey},
  journal = {Journal of the Royal Statistical Society A},
  year    = {2005},
  volume  = {168},
  number  = {3},
  pages   = {473--512},
}

@article{Blundell.2014,
	Author = {Blundell, Richard},
	Journal = {The Economic Journal},
	Number = {576},
	Pages = {289--318},
	Title = {Income Dynamics and Life‐Cycle Inequality: Mechanisms and Controversies},
	Volume = {124},
	Year = {2014},
}

@InCollection{Blundell.1999,
  Title                    = {Labor Supply: A Review of Alternative Approaches},
  Author                   = {Blundell, Richard and MaCurdy, Thomas},
  Booktitle                = {Handbook of Labor Economics},
  Publisher                = {Elsevier Science},
  Year                     = {1999},

  Address                  = {Amsterdam, Netherlands},
  Editor                   = {Ashenfelter, Orley and Card, David}
}

@InCollection{Blundell.2003,
  Title                    = {Endogeneity in Nonparametric and Semiparametric Regression Models},
  Author                   = {Blundell, Richard and Powell, James},
  Booktitle                = {Advances in Econometrics: Theory and Applications, Eigth World Congress},
  Publisher                = {Cambridge University Press},
  Year                     = {2003},

  Address                  = {Cambridge, UK},
  Editor                   = {Hansen, Lars P and Dewatripont, Mathias and Turnovsky, Stephen J},
  Volume                   = {2}
}

@Article{Blundell.2004b,
  author  = {Blundell, Richard and Powell, James},
  title   = {Endogeneity in Semiparametric Binary Response Models},
  journal = {Review of Economic Studies},
  year    = {2004},
  volume  = {71},
  number  = {71},
  pages   = {655--679},
}

@Article{Bobba.2017,
  author    = {Matteo Bobba and Lauca Flabbi and Santiago Levy},
  title     = {Labor Market Search, informality, and schooling investments},
  journal   = {IZA Discussion Paper},
  year      = {2017},
  owner     = {peisenha},
  timestamp = {2018.07.16},
}

@Article{Bose.2006,
	title={Optimal Auctions With Ambiguity},
	author={Bose, Subir and Ozdenoren, Emre and Pape, Andreas},
	journal={Theoretical Economics},
	volume={1},
	number={4},
	pages={411--438},
	year={2006},
	publisher={New York, NY: The Econometric Society}
}

@Article{Bobba.2018,
  author    = {Matteo Bobba and Lauca Flabbi and Santiago Levy and Mauricio Tejada},
  title     = {Labor market search, informality, and on-the-job human capital accumulation},
  journal   = {Unpublished Manuscript},
  year      = {2018},
  owner     = {peisenha},
  timestamp = {2018.07.11},
}

@Article{Flinn.2012,
  author  = {del Boca, Daniel and Flinn, Chris and Wiswall, Matthew},
  title   = {Household Choices and Child Development},
  journal = {Review of Economic Studies},
  year    = {2013},
  pages   = {forthcoming},
}

@Article{Boca.2012,
  author  = {del Boca, Daniela and Flinn, Christopher and Wiswall, Matthew},
  title   = {Transfers to Households with Children and Child Development},
  journal = {Carlo Alberto Notebooks},
  year    = {2012},
}

@Article{Boca.2012a,
  author  = {del Boca, Daniela and Monfardini, Chiara and Nicoletti, Cheti},
  title   = {Self Investments of Adolescents and their Cognitive Development},
  journal = {Carlo Alberto Notebooks},
  year    = {2012},
}

@InCollection{Boettke.2013,
  Title                    = {The Social Responsibility of Economists},
  Author                   = {Boettke, Peter J and O'Donnell, Kyle W},
  Booktitle                = {The Oxford Handbook of Professional Economic Ethics},
  Publisher                = {Oxford University Press},
  Year                     = {2013},
  Editor                   = {DeMartino, George and McCLoskey, Dierdre}
}

@Book{Bollen.1989,
  Title                    = {Structural Equations with Latent Variables},
  Author                   = {Bollen, Kenneth A},
  Publisher                = {Wiley},
  Year                     = {1989},

  Address                  = {New York City, NY}
}

@Article{Bollerslev.2015,
  author  = {Bollerslev, Tim and Xu, Lai and Zhou, Hao},
  title   = {Stock Return and Cash Flow Predicability: The Role of Volatility Risk},
  journal = {Journal of Econometrics},
  year    = {2015},
  volume  = {187},
  pages   = {458--471},
}

@InCollection{Bond.2001,
  Title                    = {Microeconomic Models of Investment and Employment},
  Author                   = {Bond, Stephen and van Reen, JOhn},
  Booktitle                = {Handbook of Econometrics},
  Publisher                = {Elsevier Science},
  Year                     = {2001},

  Address                  = {Amsterdam, NL},
  Editor                   = {Heckman, James J and Leamer, Edward E},
  Pages                    = {4417--4498}
}

@Book{Booth.2008,
  title     = {The Craft of Research},
  publisher = {University of Chicago Press},
  year      = {2008},
  author    = {Booth, Wayne C. and Colomb, Gregory G. and Williams, Joseph M.},
  series    = {Chicago Guides to Writing, Editing, and Publishing},
  address   = {Chicago, IL},
}

@Article{Bordalo.2013,
  author    = {Bordalo, Pedro and Gennaioli, Nicola and Shleifer, Andrei},
  title     = {{Salience and Consumer Choice}},
  journal   = {Journal of Political Economy},
  year      = {2013},
  volume    = {121},
  number    = {5},
  pages     = {803--843},
  issn      = {0022-3808},
  abstract  = {We present a theory of context-dependent choice in which a consumer's attention is drawn to salient attributes of goods, such as quality or price. An attribute is salient for a good when it stands out among the good's attributes relative to that attribute's average level in the choice set or,more broadly, the choice context. Consumers attach dispropor- tionately high weight to salient attributes, and their choices are tilted toward goods with higher quality/price ratios. The model accounts for a variety of disparate evidence, including decoy effects and context- dependent willingness to pay. It also suggests a novel theory ofmisleading sales.},
  isbn      = {00223808},
  publisher = {University of Chicago Press Chicago, IL},
}

@Article{Borghans.2008,
  author  = {Borghans, Lex and Duckworth, Angela L and Heckman, James J and ter Weel, Bas},
  title   = {The Economics and Psychology of Personality Traits},
  journal = {IZA Discussion Paper},
  year    = {2008},
  number  = {No. 3333},
}

@Article{Borghans.2008b,
  author  = {Borghans, Lex and Duckworth, Angela L and Heckman, James J and ter Weel, Bas},
  title   = {The Economics and Psychology of Cognitive and Non-Cognitive Traits},
  journal = {Journal of Human Resources},
  year    = {2008},
  volume  = {43},
  number  = {4},
  pages   = {815--858},
}

@Article{Borghans.2008c,
  author  = {Borghans, Lex and ter Weel, Bas and Weinberg, Bruce A},
  title   = {Interpersonal Styles and Labor Market Outcomes},
  journal = {The Journal of Human Resources},
  year    = {2008},
  volume  = {43},
  number  = {4},
  pages   = {815--858},
}

@Article{Borjas.2006,
  author  = {Borjas, George},
  title   = {Making it in America: Social Mobility in the Immigrant Population},
  journal = {NBER Working Paper},
  year    = {2006},
  volume  = {12088},
}

@Book{Borsci2011,
  author   = {Borsci, Simone and Londei, Alessandro and Federici, Stefano},
  title    = {The Bootstrap Discovery Behaviour (BDB): A new outlook on usability evaluation},
  isbn     = {16124782 (ISSN)},
  number   = {1},
  pages    = {23--31},
  volume   = {12},
  abstract = {The value of $\lambda$ is one of the main issues debated in international usability studies. The debate is centred on the deficiencies of the mathematical return on investment model (ROI model) of Nielsen and Landauer (1993). The ROI model is discussed in order to identify the base of another model that, respecting Nielsen and Landauer's one, tries to consider a large number of variables for the estimation of the number of evaluators needed for an interface. Using the bootstrap model (Efron 1979), we can take into account: (a) the interface properties, as the properties at zero condition of evaluation and (b) the probability that the population discovery behaviour is represented by all the possible discovery behaviours of a sample. Our alternative model, named Bootstrap Discovery Behaviour (BDB), provides an alternative estimation of the number of experts and users needed for a usability evaluation. Two experimental groups of users and experts are involved in the evaluation of a website (http://www.serviziocivile.it). Applying the BDB model to the problems identified by the two groups, we found that 13 experts and 20 users are needed to identify 80{\%} of usability problems, instead of 6 experts and 7 users required according to the estimation of the discovery likelihood provided by the ROI model. The consequence of the difference between the results of those models is that in following the BDB the costs of usability evaluation increase, although this is justified considering that the results obtained have the best probability of representing the entire population of experts and users.},
  issn     = {16124782},
  journal  = {Cognitive Processing},
  keywords = {Asymptotic test, Bootstrap, Effectiveness, Return of investment, User experience evaluation},
  pmid     = {21046191},
  year     = {2011},
}

@Book{JonakiBose.2002,
  Title                    = {User's Manual for the ECLS-K Longitudinal Kindergarten-First Grade Public-Use Data Files and Electronic Codebook},
  Author                   = {Jonaki Bose},
  Publisher                = {U.S. Department of Education},
  Year                     = {2002},

  Address                  = {Washington, D.C.}
}

@Article{Botero.2004,
  author   = {Botero, Juan C and Djankov, Simeon and Porta, Rafael La and Lopez-De-Silanes, Florencio and Shleifer, Andrei},
  title    = {The Regulation of Labor},
  journal  = {The Quarterly Journal of Economics},
  year     = {2004},
  volume   = {119},
  number   = {4},
  pages    = {1339--1382},
  issn     = {1098-6596},
  abstract = {JSTOR is a not-for-profit service that helps scholars, researchers, and students discover, use, and build upon a wide range of content in a trusted digital archive. We use information technology and tools to increase productivity and facilitate new forms of scholarship. For more information about JSTOR, please contact support@jstor.org. We investigate the regulation of labor markets through employment, collec tive relations, and social security laws in 85 countries. We find that the political power of the left is associated with more stringent labor regulations and more generous social security systems, and that socialist, French, and Scandinavian legal origin countries have sharply higher levels of labor regulation than do common law countries. However, the effects of legal origins are larger, and explain more ofthe variation in regulations, than those of politics. Heavier regulation of labor is associated with lower labor force participation and higher unemployment, especially of the young. These results are most naturally consistent with legal theories, according to which countries have pervasive regulatory styles inherited from the transplantation of legal systems.},
  isbn     = {9788578110796},
  pmid     = {25246403},
}

@Article{Bound.2001,
  author    = {Bound, John and Brown, Charles and Mathiowetz, Nancy},
  title     = {Measurement error in survey data},
  journal   = {Handbook of Econometrics},
  year      = {2001},
  volume    = {5},
  pages     = {3705--3843},
  publisher = {Elsevier},
}

@Article{Bowles.1972,
  author  = {Bowles, Samuel},
  title   = {Schooling and Inequality from Generation to Generation},
  journal = {The Journal of Political Economy},
  year    = {1972},
  volume  = {80},
  number  = {3},
  pages   = {S219----S251},
}

@Article{Bowles.2002b,
  author  = {Bowles, Samuel and Ginther, Donna K},
  title   = {Schooling in Capitalist America Revisisted},
  journal = {Sociology of Education},
  year    = {2002},
  volume  = {75},
  pages   = {1--18},
}

@Article{Bowles.2002,
  author  = {Bowles, Samuel and Gintis, Herbert},
  title   = {The Inheritance of Inequality},
  journal = {The Journal of Economic Perspectives},
  year    = {2002},
  volume  = {16},
  number  = {3},
  pages   = {3--30},
}

@Article{Bowles.2001,
  author  = {Bowles, Samuel and Gintis, Herbert and Osborne-Groves, Melissa},
  title   = {The Determinants of Earnings: A Behavioral Approach},
  journal = {Journal of Economic Literature},
  year    = {2001},
  volume  = {39},
  number  = {4},
  pages   = {1137--1176},
}

@Article{Bowles.2001b,
  author  = {Bowles, Samuel and Gintis, Herbert and Osborne-Groves, Melissa},
  title   = {Incentive-Enhancing Preferences: Personality, Behavior and Earnings},
  journal = {American Economic Review},
  year    = {2001},
  volume  = {91},
  number  = {2},
  pages   = {155--158},
}

@Article{Bowles.2008,
  author  = {Bowles, Samuel and Loury, Glenn C and Sethi, Rajiv},
  title   = {Group Inequality},
  journal = {Unpublished Manuscript},
  year    = {2008},
}

@Book{Box.1987,
  Title                    = {Empirical model-building and response surfaces},
  Author                   = {Box, George E. P. and Draper, Norman R.},
  Publisher                = {John Wiley \& Sons},
  Year                     = {1987},

  Address                  = {Oxford, England},
  Series                   = {Wiley Series in Probability and Mathematical Statistics}
}

@Article{Bradbury.2008,
  author  = {Bradbury, Bruce},
  title   = {Time and Cost of Children},
  journal = {Review of Income and Wealth},
  year    = {2008},
  volume  = {54},
  number  = {3},
  pages   = {305--323},
}

@Article{Bratsberg.2007,
  author  = {Bratsberg, Bernt and R{\o}ed, Knut and Raaum, Oddbj\"{o}rn and Naylor, Robin and J\"{a}ntti, Markus and Erikson, Tor and \"{O}sterbacka, Eva},
  title   = {Nonlinearities in Intergenerational Earnings Mobility: Consequences for Cross-Country Comparisons},
  journal = {The Economic Journal},
  year    = {2007},
  volume  = {117},
  number  = {519},
  pages   = {C72----C92},
}

@Article{Bratti.2008,
  author  = {Bratti, Massimiliano and Checchi, Daniele and Blasio, Guido},
  title   = {Does the Expansion of Higher Education Increase the Equality of Educational Opportunities? {E}vidence from Italy},
  journal = {IZA Discussion Paper},
  year    = {2008},
  volume  = {No. 3361},
}

@Article{Breiman.2001,
  author   = {Breiman, Leo},
  title    = {Statistical Modeling: The Two Cultures},
  journal  = {Statistical Science},
  year     = {2001},
  volume   = {16},
  number   = {3},
  pages    = {199--231},
  issn     = {08834237},
  abstract = {There are two cultures in the use of statistical modeling to reach conclusions from data. One assumes that the data are generated by a given stochastic data model. The other uses algorithmic models and treats the data mechanism as unknown. The statistical community has been committed to the almost exclusive use of data models. This commit-ment has led to irrelevant theory, questionable conclusions, and has kept statisticians from working on a large range of interesting current prob-lems. Algorithmic modeling, both in theory and practice, has developed rapidly in fields outside statistics. It can be used both on large complex data sets and as a more accurate and informative alternative to data modeling on smaller data sets. If our goal as a field is to use data to solve problems, then we need to move away from exclusive dependence on data models and adopt a more diverse set of tools.},
  isbn     = {08834237},
  pmid     = {10511666},
}

@Article{Breman.2011,
  author    = {Breman, Anna},
  title     = {{Give more tomorrow : Two fi eld experiments on altruism and intertemporal choice}},
  issn      = {0047-2727},
  number    = {11-12},
  pages     = {1349--1357},
  volume    = {95},
  journal   = {Journal of Public Economics},
  keywords  = {Altruism, Field experiment, Intertemporal choice},
  publisher = {Elsevier},
  year      = {2011},
}

@Book{Breton.2011,
  title     = {Advances in Dynamic Games: Theory, Applications, and Numerical Methods for Differential and Stochastic Games},
  publisher = {Springer},
  year      = {2011},
  author    = {Breton, M and Szajowski, K},
  editor    = {Breton, Mich$\backslash$E8le and Szajowski, Krzysztof},
  address   = {New York City, NY},
  isbn      = {9780817683542},
}

@Article{Brilli2012,
  author  = {Brilli, Ylenia},
  title   = {Mother or Market Care? {A} Structural Estimation of Child Care Impacts on Child Development},
  journal = {Unpublished Manuscript},
  year    = {2012},
}

@InCollection{Brinbaum.1968,
  Title                    = {Some Latent Trait Models and Their Use in Inferring Examinee's Ability},
  Author                   = {Brinbaum, A},
  Booktitle                = {Statistical Theories of Mental Test Scores},
  Publisher                = {Addison-Wesley},
  Year                     = {1968},

  Address                  = {Reading, MA},
  Editor                   = {Lord, Frederic M and Novick, Melvin R}
}

@Article{Brinch.2012,
  author   = {Brinch, C and Mogstad, Magne and Wiswall, Matthew},
  title    = {Beyond LATE with a discrete instrument},
  journal  = {Statistics Norway Research department},
  year     = {2012},
  number   = {703},
  pages    = {703},
  abstract = {The interpretation of instrumental variables (IV) estimates as local average treatment effects (LATE) of instrument-induced shifts in treatment raises concerns about their external validity and policy relevance. We examine how to move beyond LATE in situations where the instrument is discrete, as it often is in applied research. Discrete instruments do not give sufficient support to identify the full range of marginal treatment effects (MTE) in the usual local instrumental variable approach. We show how an alternative estimation approach allows identification of richer specifications of the MTE when the instrument is discrete. One result is that the alternative approach identifies a linear MTE model even with a single binary instrument. Although restrictive, the linear MTE model nests the standard IV estimator: The model gives the exact same estimate of LATE while at the same time providing a simple test for its external validity and a linear extrapolation. Another result is that the alternative approach allows identification of a general MTE model under the auxiliary assumption of additive separability between observed and unobserved heterogeneity in treatment effects. We apply these identification results to empirically assess the interaction between the quantity and quality of children. Motivated by the seminal quantity-quality model of fertility, a large and growing body of empirical research has used binary instruments to estimate LATEs of family size on child outcomes. We show that the effects of family size are both more varied and more extensive than what the LATEs suggest. Our MTE estimates reveal that the family size effects vary in magnitude and even sign, and that families act as if they possess some knowledge of the idiosyncratic effects in the fertility decision.},
}

@Book{Brittain.1977,
  Title                    = {The Inheritance of Economic Status},
  Author                   = {Brittain, John A},
  Publisher                = {The Brookings Institution},
  Year                     = {1977},

  Address                  = {Washington, D.C.}
}

@Article{Brock.2007,
  author  = {Brock, William A and Durlauf, Steven N and West, Kenneth D},
  title   = {Model Uncertainty and Policy Evaluation: Some Theory and Empirics},
  journal = {Journal of Econometrics},
  year    = {2007},
  volume  = {2},
  number  = {136},
  pages   = {629--664},
}

@Article{Brock.2003,
  author   = {Brock, William A and Durlauf, Steven N and West, Kenneth D. (Kenneth David)},
  title    = {Policy Evaluation in Uncertain Economic Environments},
  journal  = {Brookings Papers on Economic Activity},
  year     = {2003},
  volume   = {2003},
  number   = {1},
  pages    = {235--322},
  issn     = {1533-4465},
  abstract = {This paper develops a decision-theoretic approach to policy analysis. We argue that policy evaluation should be conducted on the basis of two factors: the policymaker's preferences, and the conditional distribution of the outcomes of interest given a policy and available information. From this perspective, the common practice of conditioning on a particular model is often inappropriate, since model uncertainty is an important element of policy evaluation. We advocate the use of model averaging to account for model uncertainty and show how it may be applied to policy evaluation exercises. We illustrate our approach with applications to monetary policy and to growth policy.},
  isbn     = {9781412956642},
  pmid     = {18351439},
}

@Article{Brock.1988,
  author  = {Brock, W and Rust, J and Sargent, T},
  title   = {Informationally Decentralized, Globally Convergent Learning Algorithms for Finite-Player, Finite-Action Games of Incomplete Information},
  journal = {Cambridge},
  year    = {1988},
}

@Article{Brodaty.2014,
	author = {Brodaty, Thomas and Gary-Bobo, Robert J. and Prieto, Ana},
	title = {Do risk aversion and wages explain educational choices?},
	journal = {Journal of Public Economics},
	volume = {117},
	pages = {125--148},
	year = {2014},
}

@Article{Brogan.1989,
  author  = {Brogan, William L.},
  title   = {Algorithm for ranked assignments with applications to multiobject tracking},
  journal = {Journal of Guidance, Control, and Dynamics},
  year    = {1989},
  volume  = {12},
  number  = {3},
  pages   = {357--364},
  issn    = {0731-5090},
}

@Article{BrooksGunn.1997,
  author  = {Brooks-Gunn, Jeanne and Duncan, Greg J},
  title   = {The Effect of Poverty on Children},
  journal = {Future of Children},
  year    = {1997},
  volume  = {7},
  number  = {2},
  pages   = {549--588},
}

@Article{BrooksGunn.1992,
  author  = {Brooks-Gunn, Jeanne and Gross, Ruth and Kraemer, Helena and {Donna Spiker}, Donna and Shapiro, Sam},
  title   = {Enhancing the Cognitive Outcomes of Low Birth Weight, Premature Infants: For Whom Is the Intervention Most Effective?},
  journal = {Pediatrics},
  year    = {1992},
  volume  = {89},
  number  = {6},
  pages   = {1209--1215},
}

@Article{Browning.1989,
  author  = {Browning, Martin},
  title   = {A Nonparametric Test of the Life-Cycle Rational Expectations Hypothesis},
  journal = {International Economic Review},
  year    = {1989},
  volume  = {30},
  number  = {4},
  pages   = {979--992},
}

@InCollection{Browning.1999a,
  Title                    = {Micro Data and General Equilibrium Models},
  Author                   = {Browning, Martin and Heckman, James J and Hansen, Lars P},
  Booktitle                = {Handbook of Macroeconomics},
  Publisher                = {Elsevier Science},
  Year                     = {1999},

  Address                  = {Amsterdam, Netherlands},
  Editor                   = {Taylor, John B and Woodford, Michael},
  Pages                    = {543--633},
  Volume                   = {1A}
}

@Article{Bruins.2017,
  author    = {Bruins, Marianne and Duffy, James A. and Keane, Michael P. and Smith, Anthony A.},
  title     = {Generalized Indirect Inference for Discrete Choice Models},
  journal   = {Journal of Econometrics},
  year      = {2017},
  volume    = {forthcoming},
  owner     = {peisenha},
  timestamp = {2017.04.30},
}

@InCollection{Brunswick.1957,
  Title                    = {Scope and Aspects of the Cognitive Problem},
  Author                   = {Brunswick, E},
  Booktitle                = {Contemporary Approaches to Cognition},
  Publisher                = {Harvard University Press},
  Year                     = {1957},
  Editor                   = {Gruber, H and Hammond, K R and Jessor, R},
  Pages                    = {5--31}
}

@Article{Budish.2011,
  author  = {Budish, Eric and Che, Yeon-koo and Kojima, Fuhito and Milgrom, Paul},
  title   = {Designing Random Allocation Mechanisms: Theory and Applications},
  journal = {Unpublished Manuscript},
  year    = {2011},
}

@Book{Burden.2010,
  Title                    = {Numerical Analysis},
  Author                   = {Burden, Richard L and Faires, J Douglas},
  Publisher                = {Cengage Learning},
  Year                     = {2010},

  Address                  = {Boston, MA}
}

@Book{NLSY.2019,
  author    = {{Bureau of Labor Statistics}},
  title     = {National Longitudinal Survey of Youth 1979 cohort, 1979-2016 (rounds 1-27)},
  year      = {2019},
  publisher = {Center for Human Resource Research, Ohio State University},
  address   = {Columbus, OH},
}

@Article{Burger.2013,
  author  = {Burger, Rulof P. and Teal, Francis J.},
  title   = {Measuring the option value of education},
  journal = {Stellenbosch Economic Working Papers},
  year    = {2013},
  volume  = {15/13},
}

@Article{Burkard.2011,
  author  = {Burkard, R and Cela, Eranda},
  title   = {Linear Assignment Problems and Extensions},
  journal = {Unpublished Manuscript},
  year    = {2011},
}

@Book{Burkard.2009,
  author    = {Burkard, Rainer and Dell'Amico, Mauro and Martello, Silvano},
  title     = {Assignment Problems},
  year      = {2009},
  publisher = {SIAM},
  address   = {Philadelphia, PA},
}

@Article{Burkhauser.1997,
  author  = {Burkhauser, Richard V and Poupore, John G},
  title   = {A Cross-National Comparison of Permanent Income Inequality},
  journal = {Review of Economics and Statistics},
  year    = {1997},
  volume  = {79},
  number  = {1},
  pages   = {10--17},
}

@Article{Burton.2002,
  author  = {Burton, Peter and Phipps, Shelley and Curtis, Lori},
  title   = {All in the Family: A Simultaneous Model of Parenting Style and Child Conduct},
  journal = {American Economic Review},
  year    = {2002},
  volume  = {92},
  number  = {2},
  pages   = {368--372},
}

@Article{Buuren.2005,
  author  = {van Buuren, S and Brands and {J. P.} and Groothuis-Oudshoorn and Rubin, D B},
  title   = {Fully Conditional Specification in Multivariate Imputation},
  journal = {Journal of Statistical Computation and Simulation},
  year    = {2005},
  volume  = {73},
  number  = {12},
  pages   = {1046--1049},
}

@Article{C.Harmon.2003,
  author    = {C.Harmon and V. Hogan and I. Walker},
  title     = {Dispersion in the Economic Returns to Schooling},
  journal   = {Journal of Labor Economics},
  year      = {2003},
  volume    = {10},
  pages     = {205-214},
  owner     = {peisenha},
  timestamp = {2017.02.15},
}

@Book{Cahuc.2004,
  title     = {Labor Economics},
  publisher = {{MIT} Press},
  year      = {2004},
  author    = {Cahuc, Pierre and Zylberberg, Andre},
  address   = {Cambridge, MA},
}

@Article{Caliendo.2010,
  author  = {Caliendo, Marco and Cobb-Clark, Deborah and Uhlendorff, Arne},
  title   = {Locus of Control and Job Search Strategies},
  journal = {IZA Discussion Paper},
  year    = {2010},
  volume  = {No. 1750},
}

@Article{Caliendo.2011,
  author  = {Caliendo, Marco and Falk, Armin and Kaiser, Lutz C and Schneider, Hilmar and Uhlendorff, Arne and van den Berg, Gerad and Zimmermann, Klaus F},
  title   = {The {\{}IZA{\} Evaluation Dataset: Towards Evidence-Based Labor Policy-Making}},
  journal = {IZA Discussion Paper},
  year    = {2011},
  volume  = {No. 5400},
}

@Article{Caliendo.2008,
  author  = {Caliendo, Marco and Hujer, Reinhard and Thomsen, Stephan L},
  title   = {Identifying Effect Heterogeneity to Improve the Efficiency of Job Creation Schemes in Germany},
  journal = {Applied Economics},
  year    = {2008},
  volume  = {40},
  number  = {9},
  pages   = {1101--1122},
}

@Article{Caliendo.2009,
  author  = {Caliendo, Marco and Tatsiramos, Konstantinos and Uhlendorff, Arne},
  title   = {Benefit Duration, Unemployment Duration and Job Match Quality: A Regression-Discontinuity Approach},
  journal = {Journal of Applied Econometrics},
  year    = {2012},
  volume  = {forthcomin},
}

@InCollection{Camerer.1995,
  Title                    = {Individual Decisionmaking},
  Author                   = {Camerer, Colin},
  Booktitle                = {Handbook of Experimental Economics},
  Publisher                = {Princeton University Press},
  Year                     = {1995},

  Address                  = {Princeton, NJ}
}

@Article{Cameron.2001,
  author  = {Cameron, Stephen V. and Heckman, James J.},
  title   = {The Dynamics of Educational Attainment for Black, Hispanic, and White Males},
  journal = {Journal of Political Economy},
  year    = {2001},
  volume  = {112},
  number  = {3},
  pages   = {455--499},
}

@Article{Cameron.1998,
  author  = {Cameron, Stephen V and Heckman, James J},
  title   = {Life Cycle Schooling and Dynamic Selection Bias: Models and Evidence for Five Cohorts of American Males},
  journal = {Journal of Political Economy},
  year    = {1998},
  volume  = {106},
  number  = {2},
  pages   = {262--333},
}

@Article{Cameron.1993,
  author  = {Cameron, Stephen V and Heckman, James J},
  title   = {The Nonequivalence of High School Equivalents},
  journal = {Journal of Labor Economics},
  year    = {1993},
  volume  = {11},
  number  = {1},
  pages   = {1--47},
}

@Article{Cameron.2004,
  author  = {Cameron, Stephen V and Taber, Christoph},
  title   = {Estimation of Educational Borrowing Constraints Using Returns to Schooling},
  journal = {Journal of Political Economy},
  year    = {2004},
  volume  = {112},
  number  = {1},
  pages   = {132--182},
}

@Article{Campanale.2011,
  author  = {Campanale, Claudio},
  title   = {Learning, Ambiguity and Life-Cycle Portfolio Allocation},
  journal = {Review of Economic Dynamics},
  year    = {2011},
  volume  = {14},
  number  = {2},
  pages   = {339--367},
}

@Book{Campell.1996,
  Title                    = {The Econometrics of Financial Markets},
  Author                   = {Campell, John Y and Low, Andrew W and MacKinlay, A Craig and Low, Andrew Y},
  Publisher                = {Princeton University Press},
  Year                     = {1996},

  Address                  = {Princeton, NJ}
}

@Article{Carbone.2017,
	title={Elicitation of Preferences Under Ambiguity},
	author={Carbone, Enrica and Dong, Xueqi and Hey, John},
	journal={Journal of Risk and Uncertainty},
	volume={54},
	number={2},
	pages={87--102},
	year={2017},
	publisher={Springer}
}

@InCollection{Card.1999,
  author    = {Card, David},
  title     = {The Causal Effect of Education on Earnings},
  booktitle = {Handbook of Labor Economics},
  year      = {1999},
  editor    = {Ashenfelter, Orley and Card, David},
  volume    = {5},
  publisher = {North-Holland Publishing Company},
  pages     = {1081--1863},
  address   = {New York City, NY},
}

@InCollection{Card.1995,
  Title                    = {Using Geographic Variation in College Proximity to Estimate the Return to Schooling},
  Author                   = {Card, David},
  Booktitle                = {Aspects of Labour Market Behaviour: Essays in Honor of John Vanderkamp},
  Publisher                = {University of Toronto Press},
  Year                     = {1995},

  Address                  = {Toronto, Canada},
  Editor                   = {Christofides, Louis and Grant, Kenneth E and Swindinsky, Robert},
  Pages                    = {201--222}
}

@Article{Card.2001,
  author    = {David Card},
  title     = {Estimating the Return to Schooling: Progress on Some Persistent Econometric Problems},
  journal   = {Econometrica},
  year      = {2001},
  volume    = {69},
  number    = {5},
  pages     = {1127-1160},
  owner     = {peisenha},
  timestamp = {2017.02.15},
}

@Article{Card.2011,
  author  = {Card, David and Giuliano, Laura},
  title   = {Peer Effects and Multiple Equilibria in the Risky Behavior of Friends},
  journal = {NBER Working Paper},
  year    = {2011},
  volume  = {17088},
}

@Article{Card.1992,
  author  = {Card, David and Krueger, Alan B},
  title   = {Does School Quality Matter? {R}eturns to Education and the Characteristics of Public Schools in the United States},
  journal = {Journal of Political Economy},
  year    = {1992},
  volume  = {100},
  number  = {1},
  pages   = {1--40},
}

@Article{Carneiro.2007b,
  author  = {Carneiro, Pedro and Crawford, Claire Goodman Alissa},
  title   = {The Impact of Early Cognitive and Non-Cognitive Skills on Later Outcomes},
  journal = {CEE Working Paper},
  year    = {2007},
  volume  = {92},
}

@Article{Carneiro.2006,
  author  = {Carneiro, Pedro and Cunha, Flavio and Heckman, James J},
  journal = {Working Paper},
  title   = {The technology of skill formation},
  year    = {2006},
  volume  = {The Univer},
}

@Article{Carneiro.2012,
  author  = {Carneiro, Pedro and Ginja, Rita},
  title   = {Long Term Impacts of Compensatory Preschool on Health and Behavior: Evidence from Head Start},
  journal = {Unpublished Manuscript},
  year    = {2012},
}

@Article{Carneiro.2001,
  author  = {Carneiro, Pedro and Hansen, Karsten and Heckman, James J},
  journal = {Swedish Economic Policy Review},
  title   = {Removing the veil of ignorance in assessing the distributional impacts of social policies},
  year    = {2001},
  pages   = {273--301},
  volume  = {8},
}

@Article{Carneiro.2003,
  author  = {Carneiro, Pedro and Hansen, Karsten T. and Heckman, James J},
  journal = {International Economic Review},
  title   = {Estimating distributions of treatment effects with an application to the returns to schooling and measurement of the effects of uncertainty on college choice},
  year    = {2003},
  number  = {2},
  pages   = {361--422},
  volume  = {44},
}

@InCollection{Carneiro.2003b,
  Title                    = {Human Capital Policy},
  Author                   = {Carneiro, Pedro and Heckman, James J},
  Booktitle                = {Inequality in America: What Role for Human Capital Policies?},
  Publisher                = {MIT Press},
  Year                     = {2003},

  Address                  = {Cambridge, MA},
  Editor                   = {Heckman, James J and Krueger, Alan B}
}

@Article{Carneiro.2002,
  author    = {Carneiro, Pedro and Heckman, James J},
  title     = {The evidence on credit constraints in post-secondary schooling},
  journal   = {The Economic Journal},
  year      = {2002},
  volume    = {112},
  number    = {482},
  pages     = {705--734},
  publisher = {Wiley Online Library},
}

@Article{Carneiro.2011,
  author  = {Carneiro, Pedro and Heckman, James J. and Vytlacil, Edward J.},
  title   = {Estimating Marginal Returns to Education},
  journal = {American Economic Review},
  year    = {2011},
  volume  = {101},
  number  = {6},
  pages   = {2754--2781},
  annote  = {forthcoming},
}

@Article{Carneiro.2010,
  author  = {Carneiro, Pedro and Heckman, James J and Vytlacil, Edward J},
  title   = {Evaluating Marginal Policy Changes and the Average Effect of Treatment for Individuals at the Margin},
  journal = {Econometrica},
  year    = {2010},
  volume  = {78},
  number  = {1},
  pages   = {377--394},
}

@Article{Carneiro.2010b,
  author  = {Carneiro, Pedro and Lee, Sokbae},
  title   = {Estimating Potential Outcome Distributions in Local Instrumental Variables Models with an Application to Changes in College Enrollment and Wage Inequality},
  journal = {Working Paper},
  year    = {2010},
}

@Article{Carneiro.2007,
  author  = {Carneiro, Pedro and Meghir, Costas and Parey, Matthias},
  title   = {Maternal Education, Home Environments and the Development of Children and Adolescents},
  journal = {IZA Discussion Paper},
  year    = {2007},
  volume  = {No. 3072},
}

@Article{Carota.1996,
  author  = {Carota, Cinzia and Parmigiani, Giovanni and Polson, N G},
  title   = {Diagnostic Measures for Model Criticism},
  journal = {Journal of the American Statistical Association},
  year    = {1996},
  volume  = {91},
  number  = {434},
  pages   = {753--762},
}

@Article{Carrasco.2002,
  author  = {Carrasco, Marine and Florens, Jean-Pierre},
  title   = {Simulation-Based Method of Moments and Efficiency},
  journal = {Journal of Business \& Economics and Statistics},
  year    = {2002},
  volume  = {20},
  number  = {4},
  pages   = {482--492},
}

@Article{Case.2005,
  author  = {Case, Anne and Fertig, Angela and Paxson, Christina},
  title   = {The Lasting Impact of Childhood Health and Circumstance},
  journal = {Journal of Health Economics},
  year    = {2005},
  volume  = {24},
  number  = {2},
  pages   = {365--389},
}

@Article{Case.2002,
  author  = {Case, Anne and Lubotsky, Darren and Paxson, Christina},
  title   = {Economic Status and Health in Childhood: The Origins of the Gradient},
  journal = {American Economic Review},
  year    = {2002},
  volume  = {92},
  number  = {5},
  pages   = {1308--1334},
}

@Article{Casella.1992,
  author  = {Casella, George and George, Edward I},
  title   = {Explaining the Gibbs Sampler},
  journal = {The American Statistican},
  year    = {1992},
  volume  = {46},
  number  = {3},
  pages   = {167--174},
}

@Article{Caspi.1997,
  author  = {Caspi, Avshalom and Begg, Dot and Dickson, Nigel and Harrington, Hona-Lee and Langley, Johm and Moffit, Terri E and Silva, Phil A},
  title   = {Personality Differences Predict Health-Risk Behaviors in Young Adulthood: Evidence from a Longitudinal Study},
  journal = {Journal of Personality and Social Psychology},
  year    = {1997},
  volume  = {73},
  number  = {5},
  pages   = {1052--1063},
}

@Article{Cawley.2004,
  author  = {Cawley, John},
  title   = {The Impact of Obesity on Wages},
  journal = {Journal of Human Resources},
  year    = {2004},
  volume  = {39},
  number  = {2},
  pages   = {451--474},
}

@InCollection{Cawley.1997,
  Title                    = {Cognitive Ability, Wages, and Meritocracy},
  Author                   = {Cawley, John and Conneely, Karen and Heckman, James and Vytlacil, Edward J},
  Booktitle                = {Intelligence, Genes and Success: Scientists Respond to the Bell Curve},
  Publisher                = {Springer},
  Year                     = {1997},

  Address                  = {New York City, NY}
}

@Article{Cawley.2001,
  author  = {Cawley, John and Heckman, James J and Vytlacil, Edward J},
  title   = {Three Observations on Wages and Measured Cognitive Ability},
  journal = {Labour Economics},
  year    = {2001},
  volume  = {8},
  number  = {4},
  pages   = {419--442},
}

@Article{Cawley.2007,
  author  = {Cawley, John and Rizzo, J A and Haas, K},
  title   = {Occupation-Specific Absenteeism Costs Associated with Obesity and Morbid Obesity},
  journal = {Journal of Occupational and Environmental Medicine},
  year    = {2007},
  volume  = {49},
  number  = {12},
  pages   = {1317--1324},
}

@Article{CDSP.1997,
  author  = {{Center for Disease Control} and Prevention},
  title   = {Guidelines for School Health Programs to Promote Lifelong Healthy Eating},
  journal = {Journal of Schol Health},
  year    = {1997},
  volume  = {67},
  number  = {1},
  pages   = {9--26},
}

@Article{Cerreia.2011,
  author  = {Cerreia-Vioglio, Simone and Maccheroni, Fabio and Marinacci, Massimo and Montrucchio, Luigi},
  title   = {Uncertainty averse preferences},
  journal = {Journal of Economic Theory},
  year    = {2011},
  volume  = {146},
  number  = {4},
  pages   = {1275--1330},
}

@Article{Cerreia.2011a,
	title={Rational preferences under ambiguity},
	author={Cerreia-Vioglio, Simone and Ghirardato, Paolo and Maccheroni, Fabio and Marinacci, Massimo and Siniscalchi, Marciano},
	journal={Economic Theory},
	volume={48},
	number={2-3},
	pages={341--375},
	year={2011},
}

@article{Cerreia.2015,
	title = {The Structure of Variational Preferences},
	journal = {Journal of Mathematical Economics},
	volume = {57},
	pages = {12 - 19},
	year = {2015},
	author = {Cerreia-Vioglio, Simone and Maccheroni, Fabio, and Marinacci, Massimo, and Rustichini, Aldo},
}

@Book{Chacon.2014,
  author    = {Chacon, Scott and Straub, Ben},
  title     = {Pro git},
  year      = {2014},
  publisher = {Apress},
  address   = {New York City, NY},
}

@Article{Chamberlain.1986,
  author  = {Chamberlain, Gary},
  title   = {Asymptotic Efficiency in Semi-Parametric Models with Censoring},
  journal = {Journal of Econometrics},
  year    = {1986},
  volume  = {32},
  number  = {2},
  pages   = {189--218},
}

@Book{Chamorro.2005,
  Title                    = {Personality and Intellectual Competence},
  Author                   = {Chamorro-Premuzic, Tomas and Furnham, Adrian},
  Publisher                = {Lawrence Erlbaum Associates},
  Year                     = {2005},

  Address                  = {New Jersey, NJ}
}

@Article{Chan.1994,
  author  = {{Chan Kung S.;Geyer}, Charles J},
  title   = {Discussion of {M}arkov Chains for Exploring Posterior Distributions},
  journal = {Annals of Statistics},
  year    = {1994},
  volume  = {22},
  pages   = {1747--1758},
}

@Article{Chan.2017,
  author    = {Chan, Marc K.},
  title     = {Welfare Dependence and Self-Control: An Empirical Analysis},
  journal   = {Review of Economic Studies},
  year      = {2017},
  volume    = {84},
  number    = {4},
  pages     = {1379--1423},
  owner     = {peisenha},
  timestamp = {2017.03.09},
}

@Book{Chandra.2001,
  Title                    = {Parallel Programming in {OpenMP}},
  Author                   = {Chandra, Rohit and Dagum, Leonardo and Kohr, Dave and Maydan, Dror and Menon, Ramesh and McDonald, Jeff},
  Publisher                = {Morgan Kaufman Publishers},
  Year                     = {2001},

  Address                  = {San Francisco, CA}
}

@Book{Chapman.2018,
  title     = {CRC Standard Mathematical Tables and Formulas},
  publisher = {CRC Press},
  year      = {2018},
  author    = {Chapman and Hall},
  editor    = {Dan Zwillinger},
  address   = {Florida, FL},
}

@Article{Chattopadhyay.2004,
  author  = {Chattopadhyay, Raghabendra and Duflo, Esther},
  title   = {Women as policy makers: Evidence from a randomized policy experiment in {I}ndia},
  journal = {Econometrica},
  year    = {2004},
  volume  = {72},
  number  = {5},
  pages   = {1409--1443},
}

@Book{Checchi.2006b,
  Title                    = {The Economics of Education: Human Capital, Family Background, and Inequality},
  Author                   = {Checchi, Daniele},
  Publisher                = {Cambridge University Press},
  Year                     = {2006},

  Address                  = {Cambridge, UK}
}

@Article{Checchi1999,
  author   = {Checchi, D},
  title    = {More equal but less mobile? {E}ducation financing and intergenerational mobility in Italy and in the US},
  issn     = {00472727},
  number   = {3},
  pages    = {351--393},
  volume   = {74},
  journal  = {Journal of Public Economics},
  keywords = {education financing, i22, intergenerational mobility, j62, jel classification},
  year     = {1999},
}

@Article{Chen.1981,
  author  = {Chen, Chan},
  title   = {The EM Approach to the Multiple Indicators and Multiple Causes Model Via the Estimation of the Latent Variable},
  journal = {Journal of the American Statistical Association},
  year    = {1981},
  volume  = {76},
  number  = {375},
  pages   = {704--708},
}

@Article{Chen.2016,
  author    = {Chen, Daniel L. and Schonger, Martin and Wickens, Chris},
  title     = {{oTree-An open-source platform for laboratory, online, and field experiments}},
  issn      = {22146369},
  pages     = {88--97},
  volume    = {9},
  abstract  = {oTree is an open-source and online software for implementing interactive experiments in the laboratory, online, the field or combinations thereof. oTree does not require installation of software on subjects' devices; it can run on any device that has a web browser, be that a desktop computer, a tablet or a smartphone. Deployment can be internet-based without a shared local network, or local-network-based even without internet access. For coding, Python is used, a popular, open-source programming language. www.oTree.org provides the source code, a library of standard game templates and demo games which can be played by anyone.},
  isbn      = {2214-6350},
  journal   = {Journal of Behavioral and Experimental Finance},
  keywords  = {Classroom experiments, Experimental economics, Field experiments, Laboratory experiments, Online experiments, Software},
  publisher = {Elsevier},
  year      = {2016},
}

@Article{Chen.2008,
  author    = {Chen, Stacey H.},
  title     = {Estimating the variance of wages in the presence of selection and unobserved heterogeneity},
  journal   = {Review of Economic Studies},
  year      = {2008},
  volume    = {90},
  number    = {2},
  pages     = {275-289},
  owner     = {peisenha},
  timestamp = {2017.02.06},
}

@Article{Chen.2002,
  author  = {Chen, Zengjing and Epstein, Larry G.},
  title   = {Ambiguity, Risk, and Asset Returns in Continuous Time},
  journal = {Econometrica},
  year    = {2002},
  volume  = {70},
  number  = {4},
  pages   = {1403--1443},
}

@Article{Chernozhukov.2012,
  author  = {Chernozhukov, Victor and Fernandez-Val, Ivan and Melly, Blaise},
  title   = {Inference on Counterfactual Distributions},
  journal = {Unpublished Manuscript},
  year    = {2012},
}

@Article{Chernozhukov.2005,
  author  = {Chernozhukov, Victor and Hansen, Christian B},
  title   = {An IV Model of Quantile Treatment Effects},
  journal = {Econometrica},
  year    = {2005},
  volume  = {75},
  number  = {1},
  pages   = {1243--1284},
}

@Article{Chernozukov.2007,
  author  = {Chernozukov, Victor and Imbens, Guido W and Newey, Whitney},
  title   = {Instrumental Variable Estimation of Nonseparable Models},
  journal = {Journal of Econometrics},
  year    = {2007},
  volume  = {139},
  number  = {1},
  pages   = {4--14},
}

@Book{Cherubini.2004,
  Title                    = {Copula Methods in Finance},
  Author                   = {Cherubini, U and Luciano, E and Vecchiato, W},
  Publisher                = {Wiley},
  Year                     = {2004},

  Address                  = {New York City, NY}
}

@Article{Chesher.2003,
  author  = {Chesher, Andrew},
  title   = {Identification in Nonseparable Models},
  journal = {Econometrica},
  year    = {2003},
  volume  = {71},
  number  = {5},
  pages   = {1405--1441},
}

@Article{Chetty.2009,
  author  = {Chetty, Raj},
  title   = {Sufficient Statistics for Welfare Analysis: A Bridge Between Structural and Reduced-Form Methods},
  journal = {Annual Review of Economics},
  year    = {2009},
  volume  = {1},
  pages   = {451--488},
}

@InCollection{Chib.2001,
  author    = {Chib, Siddhartha},
  title     = {{M}arkov Chain Monte Carlo Methods: Computation and Inference},
  booktitle = {Handbook of Econometrics},
  publisher = {Elsevier Science},
  year      = {2001},
  editor    = {Heckman, James J and Leamer, Edward E},
  volume    = {5},
  pages     = {3569--3649},
  address   = {Amsterdam, Netherlands},
}

@Article{Chiburis.2010,
  author  = {Chiburis, Richard C},
  title   = {Semiparametric Bounds on Treatment Effects},
  journal = {Working Paper},
  year    = {2010},
}

@Article{Cho.2010,
  author  = {Cho, Sungjin and Rust, John},
  title   = {The Flat Rental Puzzle},
  journal = {Review of Economic Studies},
  year    = {2010},
  volume  = {77},
  number  = {2},
  pages   = {560--594},
}

@Article{Choi.2007,
  author  = {Choi, Syngjoo and Fisman, Raymond and Gale, Douglas and Kariv, Shachar},
  title   = {Consistency and heterogeneity of individual behavior under uncertainty},
  journal = {American Economic Review},
  year    = {2007},
  volume  = {97},
  number  = {5},
  pages   = {1921--1938},
}

@Article{Chu.2005,
  author  = {Chu, Millie and Zinchenko, Yuri and Henderson, Shane G and Sharpe, Michael B},
  title   = {Robust optimization for intensity modulated radiation therapy treatment planning under uncertainty},
  journal = {Physics in Medicine \& Biology},
  year    = {2005},
  volume  = {50},
  number  = {23},
  pages   = {5463--5477},
}

@Article{Ciliberto.2014,
  author  = {Ciliberto, Federico and Miller, Amalia R and Nielsen, Helena Skyt and Simonsen, Marianne},
  title   = {Playing the Fertility Game: An Equilibrium Model of Peer Effects},
  journal = {Unpublished Manuscript},
  year    = {2014},
}

@Article{Ciliberto.2009,
  author  = {Ciliberto, Federico and Tamer, Elie},
  title   = {Market Structure and Multiple Equilibria in Airline Markets},
  journal = {Econometrica},
  year    = {2009},
  volume  = {77},
  number  = {6},
  pages   = {1791--1828},
}

@Article{Claessens.2009,
  author  = {Claessens, Amy and Duncan, Greg and Engel, Mimi},
  title   = {Kindergarten Skills and Fifth-Grade Achievement: Evidence from the ECLS-K},
  journal = {Economics of Education Review},
  year    = {2009},
  volume  = {28},
  number  = {4},
  pages   = {415--427},
}

@Article{Clark.2007,
  author  = {Clark, Damon},
  title   = {Selective Schools and Academic Achievement},
  journal = {IZA Discussion Paper},
  year    = {2007},
  volume  = {No. 3182},
}

@Article{Clarke.2014,
  author  = {Clarke, Leon E and Fawcett, Allen A and Weyant, John P and McFarland, James and Chaturvedi, Vaibhav and Zhou, Yuyu},
  title   = {Technology and U.S. Emissions Reductions Goals: Results of the EMF 24 Modeling Exercise},
  journal = {The Energy Journal},
  year    = {2014},
  volume  = {35},
  number  = {1},
  pages   = {9--31},
}

@Article{Cleland2002,
  author   = {Cleland, Thomas a and Morse, Alix and Yue, Esther L and Linster, Christiane},
  title    = {Behavioral models of odor similarity.},
  issn     = {0735-7044},
  number   = {2},
  pages    = {222--231},
  volume   = {116},
  abstract = {Carbon chain length in several classes of straight-chain aliphatic odorants has been proposed as a model axis of similarity for olfactory research, on the basis of successes of studies in insect and vertebrate species. To assess the influence of task on measured perceptual similarities among odorants and to demonstrate that the systematic similarities observed within homologous odorant series are not task specific, the authors compare 3 different behavioral paradigms for rats (olfactory habituation, generalization, and discrimination). Although overall patterns of odorant similarity are consistent across all 3 of these paradigms, both quantitative measurements of perceptual similarity and comparability with 2-deoxyglucose imaging data from the olfactory bulb are dependent on the specific behavioral tasks used. Thus, behavioral indices of perceptual similarity are affected by task parameters such as learning and reward associations.},
  journal  = {Behavioral neuroscience},
  keywords = {Animal, Animal: physiology, Animals, Behavior, Generalization, Habituation, Learning, Learning: physiology, Male, Odors, Psychophysiologic, Psychophysiologic: physiology, Rats, Reward, Smell, Smell: physiology, Sprague-Dawley, Stimulus, Stimulus: physiology},
  month    = {apr},
  pmid     = {11996308},
  year     = {2002},
}

@Article{Cochran.1973,
  author  = {Cochran, William G and Rubin, Donald B},
  title   = {Controlling Bias in Observational Studies: A Review},
  journal = {Sankhya: The Indian Journal of Statistics Series A},
  year    = {1973},
  volume  = {34},
  number  = {4},
  pages   = {417--446},
}

@Book{Cochrane.2005,
  Title                    = {Asset Pricing},
  Author                   = {Cochrane, John H},
  Publisher                = {Princeton University Press},
  Year                     = {2005},

  Address                  = {Princeton, NJ}
}

@Article{Cohen.2016,
  author  = {Cohen, Jonathan D. and Ericson, Keith Marzilli and Laibson David and White, John Myles},
  title   = {Measuring time preferences},
  journal = {NBER Working Paper},
  year    = {2016},
  volume  = {22455},
}

@Article{Coleman.2003,
  author  = {Coleman, Margo and DeLaire, Thomas},
  title   = {An Economic Model of Locus of Control and Human Capital Investment Decisions},
  journal = {Journal of Human Resources},
  year    = {2003},
  volume  = {38},
  pages   = {701--721},
}

@Article{Collard.2000,
  author  = {Collard, Fabrice and Feve, Patrick and Perraudin, Corinne},
  title   = {Solving and Estimating Dynamic Models under Rational Expectations},
  journal = {Computational Economics},
  year    = {2000},
  volume  = {15},
  number  = {3},
  pages   = {201--221},
}

@Book{Collins-Sussman.2009,
  Title                    = {Version Control With Subversion - The Official Guide And Reference Manual},
  Author                   = {Collins-Sussman, Ben and Fitzpatrick, Brian W. and Pilato, C. Michael},
  Publisher                = {CreateSpace},
  Year                     = {2009},
  Address                  = {Paramount, CA},
  ISBN                     = {1441437762, 9781441437761}
}

@Article{Comay.1973,
  author  = {Comay, Yochanan and Melnik, Arie and Pollatschek, Moshe A.},
  title   = {The Option Value of Education and the Optimal Path for Investment in Human Capital},
  journal = {International Economic Review},
  year    = {1973},
  volume  = {14},
  number  = {2},
  pages   = {421--435},
}

@Book{FCIR.2010,
  Title                    = {The Financial Crisis Inquiry Report: Final Report of the National Commission on the Causes of the Financial and Economic Crisis in the United States},
  Author                   = {Financial Crisis Inquiry Commission},
  Publisher                = {U.S. Government Printing Office},
  Year                     = {2010},

  Address                  = {Washington, D.C.}
}

@Book{Congdon.2006,
  Title                    = {Bayesian Statistical Modelling},
  Author                   = {Congdon, Peter},
  Publisher                = {Wiley},
  Year                     = {2006},

  Address                  = {West Sussex, UK}
}

@Article{Conlisk.1974,
  author  = {Conlisk, John},
  title   = {Can Equalization of Opportunity Reduce Social Mobility},
  journal = {Journal of Law and Economics},
  year    = {1974},
  volume  = {64},
  number  = {1},
  pages   = {80--90},
}

@Book{Conn.2009,
  Title                    = {Introduction to Derivative-Free Optimization},
  Author                   = {Conn, Andrew R and Scheinberg, Katya and Vicente, Luis N},
  Publisher                = {SIAM Publishing},
  Year                     = {2009},

  Address                  = {Philadelphia, PA}
}

@Article{Conti.2009,
  author  = {Conti, Gabriella and Heckman, James J and Lopes, Hedibert and Pinto, Rodrigo R and Wang, Hongbo},
  title   = {Towards Greater Understanding of Early-Adult Risk Behaviors: Cognitive Ability, Personality, and Schooling Effects},
  journal = {Working Paper},
  year    = {2009},
}

@Article{Conti.2010,
  author  = {Conti, Gabriella and Heckman, James J. and Urzua, Sergio},
  title   = {The Education-Health Gradient},
  journal = {American Economic Review: Papers \& Proceedings},
  year    = {2010},
  volume  = {100},
  number  = {2},
  pages   = {234--238},
}

@Article{Conti.2009b,
  author  = {Conti, Gabriella and Heckman, James J and Urzua, Sergio},
  title   = {Early Endowments, Education and Health},
  journal = {Unpublished Manuscript},
  year    = {2009},
  volume  = {The Univer},
}

@Article{Cooper.1997,
  author  = {Cooper, Gregory F and Aliferisa, Constantin F and Ambrosino, Richard and Aronis, John and Buchanan, Bruce G and Caruana, Richard and Fine, Michael J and Glymour, Clark and Gordon, Geoffrey and Hanusa, Barbara H and Janosky, Janine E and Meek, Christopher and Mitchell, Tom and Richardson, Thomas and Spirtes, Peter},
  title   = {An Evaluation of Machine-Learning Methods for Predicting Pneumonia Mortality},
  journal = {Artifical Intelligence in Medicine},
  year    = {1997},
  volume  = {9},
  number  = {2},
  pages   = {107--138},
}

@Article{Corak.2008,
  author  = {Corak, Miles and Fertig, Michael and Tamm, Marcus},
  title   = {A Portrait of Child Poverty in Germany},
  journal = {The Review of Income and Wealth},
  year    = {2008},
  volume  = {54},
  number  = {4},
  pages   = {547--571},
}

@Article{Corak.1999,
  author  = {Corak, Miles and Heisz, Andrew},
  title   = {The Intergenerational and Earnings Mobility of Canadian Men: Evidence from Longitudinal Income Tax Data},
  journal = {Journal of Human Resources},
  year    = {1999},
  volume  = {34},
  number  = {3},
  pages   = {504--533},
}

@Article{Corcoran.1991,
  author  = {Corcoran, Mary and Laren, Deborah and Gordon, Roger and Solon, Gary},
  title   = {A Longitudinal Analysis of Sibling Correlation in Economic Status},
  journal = {The Journal of Human Resources},
  year    = {1991},
  volume  = {26},
  number  = {3},
}

@Article{Cosconati.2013,
  author  = {Cosconati, Marco},
  title   = {Parenting Style and the Development of Human Capital in Children},
  journal = {Unpublished Manuscript},
  year    = {2013},
}

@Article{Cosconati.2013a,
  author  = {Cosconati, Marco},
  title   = {Optimal Parenting Styles: Evidence from a Dynamic Model with Multiple Equilibria},
  journal = {Unpublished Manuscript},
  year    = {2013},
}

@Article{Cosconati.2013b,
  author  = {Cosconati, Marco},
  title   = {Skill Formation and Parenting Styles: Evidence from a Structural Supermodular Game with Multiple Equilibria},
  journal = {Unpublished Manuscript},
  year    = {2013},
}

@Article{Couch.1997,
  author  = {Couch, Kenneth A and Dunn, Thomas A},
  title   = {Intergenerational Correlation in Labor Market Status: A Comparison of the United States and Germany},
  journal = {The Journal of Human Resources},
  year    = {1997},
  volume  = {32},
  number  = {1},
  pages   = {210--232},
}

@inbook{Cover.2005ch2,
	author = {Cover, Thomas M and Joy, Thomas A},
	title = {Entropy, Relative Entropy, and Mutual Information},
	booktitle = {Elements of Information Theory},
	chapter = {2},
	pages = {13-55},
	year = {2005},
}

@Misc{CEA.2015,
  Title                    = {The Economics of Early Childhood Investments: Final Report},

  Author                   = {{Council of Economic Advisers}},
  Year                     = {2015},

  Url                      = {https://obamawhitehouse.archives.gov/sites/default/files/docs/early_childhood_report_update_final_non-embargo.pdf}
}

@Article{Cowles.1996,
  author  = {Cowles, Mary K},
  title   = {Accelerating Monte Carlo {M}arkov Chain Convergence for Cumulative-link Generalized Linear Models},
  journal = {Statistics and Computing},
  year    = {1996},
  volume  = {6},
  number  = {2},
  pages   = {1375--1573},
}

@Article{Cragg.1997,
  author  = {Cragg, John G and Donald, Stephen G},
  title   = {Inferring the Rank of a Matrix},
  journal = {Journal of Econometrics},
  year    = {1997},
  volume  = {76},
  number  = {1-2},
  pages   = {223--250},
}

@Article{Cragg.1996,
  author  = {Cragg, John G and Donald, Stephen G},
  title   = {On the Asymptotic Properties of LDU-Based Tests of the Rank of a Matrix},
  journal = {Journal of the American Statistical Association},
  year    = {1996},
  volume  = {91},
  number  = {435},
  pages   = {1301--1309},
}

@Article{Crepon.2013,
  author  = {Crepon, Bruno and Duflo, Esther and Gurgand, Marc and Rathelot, Roland and Zamora, Philippe},
  title   = {Do labor market policies have displacement effects? {E}vidence from a clustered randomized experiment},
  journal = {Quarterly Journal of Economics},
  year    = {2013},
  volume  = {128},
  number  = {2},
  pages   = {531--580},
}

@Article{Cubitt.2018,
  author  = {Cubitt, Robert and McDonald, Rebecca and Read, Daniel},
  title   = {Time Matters Less When Outcomes Differ: Unimodal vs. Cross-Modal Comparisons in Intertemporal Choice},
  journal = {Management Science},
  year    = {2018},
  volume  = {64},
  number  = {2},
  pages   = {873--887},
}

@Article{Cunha.2009b,
  author   = {Cunha, Flavio and Heckman, James J},
  title    = {The economics and psychology of inequality and human development},
  journal  = {Journal of the European Economic Association},
  year     = {2009},
  volume   = {7},
  number   = {2},
  pages    = {320--364},
  issn     = {1542-4774},
  abstract = {Recent research on the economics of human development deepens understanding of the origins of inequality and excellence. It draws on and contributes to personality psychology and the psychology of human development. Inequalities in family environments and investments in children are substantial. They causally affect the development of capabilities. Both cognitive and noncognitive capabilities determine success in life but to varying degrees for different outcomes. An empirically determined technology of capability formation reveals that capabilities are self-productive and cross-fertilizing and can be enhanced by investment. Investments in capabilities are relatively more productive at some stages of a child's life cycle than others. Optimal child investment strategies differ depending on target outcomes of interest and on the nature of adversity in a child's early years. For some configurations of early disadvantage and for some desired outcomes, it is efficient to invest relatively more in the later years of childhood than in the early years.},
  pmid     = {20209045},
}

@Article{Cunha.2008b,
  author  = {Cunha, Flavio and Heckman, James J},
  title   = {A New Framework for the Analysis of Inequality},
  journal = {Macroeconomic Dynamics},
  year    = {2008},
  volume  = {12},
  number  = {S2},
  pages   = {315--354},
}

@Article{Cunha.2008c,
  author  = {Cunha, Flavio and Heckman, James J.},
  title   = {Formulating, Identifying and Estimating the Technology of Cognitive and Noncognitive Skill Formation},
  journal = {Journal of Human Resources},
  year    = {2008},
  volume  = {43},
  number  = {4},
  pages   = {738--782},
}

@Article{Cunha.2007,
  author  = {Cunha, Flavio and Heckman, James J.},
  title   = {The Technology of Skill Formation},
  journal = {American Economic Review},
  year    = {2007},
  volume  = {97},
  number  = {2},
  pages   = {31--47},
}

@Article{Cunha.2007b,
  author  = {Cunha, Flavio and Heckman, James J},
  title   = {The Evolution of Inequality, Heterogeneity and Uncertainty in Labor Earnings in the {U.S}. Economy},
  journal = {IZA Discussion Paper},
  year    = {2007},
  volume  = {No. 3115},
}

@Article{Cunha.2007g,
  author  = {Cunha, Flavio and Heckman, James J},
  title   = {Identifying and Estimating the Distributions of ex-post and ex-ante Returns to Schooling: A survey of recent Developments},
  journal = {Labour Economics},
  year    = {2007},
  volume  = {14},
  number  = {870-893},
}

@Article{Cunha.2006d,
  author  = {Cunha, Flavio and Heckman, James J},
  title   = {Investing in Our Young People},
  journal = {Working Paper},
  year    = {2006},
  volume  = {The Univer},
}

@InCollection{Cunha.2006,
  Title                    = {Interpreting the Evidence on Life Cycle Skill Formation},
  Author                   = {Cunha, Flavio and Heckman, James J and Lochner, Lance J and Masterov, Dimitriy V},
  Booktitle                = {Handbook of the Economics of Education},
  Publisher                = {North-Holland Publishing Company},
  Year                     = {2006},

  Address                  = {Amsterdam, NL},
  Editor                   = {Hanushek, Eric A and Welch, John F},
  Pages                    = {697--812},
  Volume                   = {2}
}

@Article{Cunha.2005b,
  author  = {Cunha, Flavio and Heckman, James J and Navarro, Salvador},
  title   = {Separating Uncertainty from Heterogeneity in Life Cycle Earnings},
  journal = {Oxford Economic Papers},
  year    = {2005},
  volume  = {57},
  number  = {2},
  pages   = {191--261},
}

@Article{Cunha.2010,
  author  = {Cunha, Flavio and Heckman, James J. and Schennach, Susanne},
  title   = {Estimating the technology of cognitive and noncognitive skill formation},
  journal = {Econometrica},
  year    = {2010},
  volume  = {78},
  number  = {3},
  pages   = {883--931},
}

@Article{Cunha.2009,
  author  = {Cunha, Flavio and Heckman, James J and Schennach, Susanne},
  title   = {Webappendix: Estimating the Technology of Cognitive and Noncognitive Skill Formation},
  journal = {Working Paper},
  year    = {2009},
  volume  = {The Univer},
}

@Article{Cunha.2007a,
  author  = {Cunha, Flavio and {James Heckman}, J and Navarro, Salvador},
  title   = {The Identification and Economic Content of Ordered Choice Models with Stochastic Cutoffs},
  journal = {International Economic Review},
  year    = {2007},
  volume  = {48},
  number  = {4},
  pages   = {1273--1309},
}

@Article{Currie.2008,
  author  = {Currie, Janet},
  title   = {Healthy, Wealthy, and Wise? {T}he Link Between SES, Children's Health, and Human Capital Development},
  journal = {Journal of Economic Literature},
  year    = {2008},
  volume  = {forthcomin},
}

@Article{Currie.2001,
  author  = {Currie, Janet},
  title   = {Early Childhood Education Programs},
  journal = {Journal of Economic Perspectives},
  year    = {2001},
  volume  = {15},
  number  = {2},
  pages   = {213--238},
}

@Article{Currie.2000,
  author  = {Currie, Janet and Duncan, Greg J},
  title   = {School Quality and the Longer-Term Effects of Head Start},
  journal = {Journal of Human Resources},
  year    = {2000},
  volume  = {35},
  number  = {4},
  pages   = {755--774},
}

@Article{Currie.1999,
  author  = {Currie, Janet and Dunn, Thomas A},
  title   = {Early Test Scores, Socioeconomic Status and Future Outcomes},
  journal = {NBER Working Paper},
  year    = {1999},
  volume  = {6943},
}

@Article{Currie.2003,
  author  = {Currie, Janet and Moretti, Enrico},
  title   = {Mother's Education and the Intergenerational Transmission of Human Capital: Evidence from College Openings},
  journal = {The Quarterly Journal of Economics},
  year    = {2003},
  volume  = {118},
  number  = {4},
  pages   = {1495--1532},
}

@Article{Cutler.2003,
  author  = {Cutler, David and Glaeser, Edward and Shapiro, Jesse},
  title   = {Why have Americans become more obese?},
  journal = {Journal of Economic Perspectives},
  year    = {2003},
  volume  = {17},
  number  = {3},
  pages   = {93--118},
}

@Article{Cutler.2006,
  author  = {Cutler, David and Lleras-Muney, Adriana},
  title   = {Understanding Differences in Health Behaviors by Education},
  journal = {NBER Working Paper},
  year    = {2006},
  number  = {12352},
}

@Article{Cyert.1974,
	author = {Cyert, Richard M. and DeGroot, Morris H.},
	title = {Rational Expectations and Bayesian Analysis},
	journal = {Journal of Political Economy},
	volume = {82},
	number = {3},
	pages = {521-536},
	year = {1974},
}

@Article{DHaultfoeuille.2013,
  author  = {D'Haultfoeuille, Xavier and Maurel, Arnaud},
  title   = {Another look at the identification at infinity of sample selection models},
  journal = {Econometric Theory},
  year    = {2013},
  volume  = {29},
  number  = {1},
  pages   = {213--224},
}

@Article{Dahl.2014,
  author  = {Dahl, Gordon Boyack and Kost{\o}l, Andreas Ravndal and Mogstad, Magne},
  title   = {Family welfare cultures},
  journal = {Quarterly Journal of Economics},
  year    = {2014},
  volume  = {129},
  number  = {4},
  pages   = {1711--1752},
}

@Article{Dahl.2008,
  author  = {Dahl, Gordon B and Lochner, Lance J},
  title   = {The impact of family income on child achievement: {E}vidence from the earned income tax credit},
  author = {Dahl, Gordon B. and Lochner, Lance},
  year = {2012},
  journal = {American Economic Review},
  volume = {102},
  number = {5},
  pages = {1927--1956},
  issn = {0002-8282},
  doi = {10.1257/aer.102.5.1927},
}

@InCollection{Dahl.2004,
  Title                    = {Adolescent Brain Development: A Period of Vulnerabilities and Opportunities},
  Author                   = {Dahl, Ronald E},
  Booktitle                = {Annals of the New York Academy of Science},
  Publisher                = {New York Academy of Science},
  Year                     = {2004},

  Address                  = {New York City, NY},
  Editor                   = {Dahl, Ronald E and Spear, Linda P},
  Pages                    = {1--22}
}

@TechReport{Dalcin.2012,
  Title                    = {MPI for Python},
  Author                   = {Dalcin, Lisandro},
  Institution              = {CIMEC},
  Year                     = {2012}
}

@Article{Danan.2016,
  author    = {Danan, Eric and Gajdos, Thibault and Hill, Brian and Tallon, Jean-Marc},
  title     = {Robust social decisions},
  journal   = {American Economic Review},
  year      = {2016},
  volume    = {106},
  number    = {9},
  pages     = {2407--2425},
  publisher = {American Economic Association},
}

@Article{Das.2003,
  author  = {Das, Mitali and Newey, Whitney and Vella, Francis},
  title   = {Nonparametric Estimation of Sample Selection Models},
  journal = {Review of Economic Studies},
  year    = {2003},
  volume  = {70},
  number  = {1},
  pages   = {33--58},
}

@Article{DattaGupta2010,
  author   = {{Datta Gupta}, Nabanita and Simonsen, Marianne},
  title    = {Non-cognitive child outcomes and universal high quality child care},
  issn     = {00472727},
  number   = {1-2},
  pages    = {30--43},
  volume   = {94},
  journal  = {Journal of Public Economics},
  keywords = {non-cognitive outcomes, publicly provided universa},
  year     = {2010},
}

@Book{Davis.2007,
  author    = {Davis, Philip J and Rabinowitz, Philip},
  title     = {Methods of numerical integration},
  year      = {2007},
  publisher = {Dover Publications},
  address   = {Cambridge, MA},
  isbn      = {0486453391, 9780486453392}
}

@Article{Dearden.1997,
  author  = {Dearden, Lorraine and Machin, Steve and Reed, Howard},
  title   = {Intergenerational Mobility in Britain},
  journal = {The Economic Journal},
  year    = {1997},
  volume  = {107},
  number  = {440},
  pages   = {47--66},
}

@Article{Deaton.2009,
  author  = {Deaton, Angus},
  title   = {Instruments of Development: Randomization in the Tropics, and the Search for the Elusive Keys to Economic Development},
  journal = {NBER Working Paper},
  year    = {2009},
  volume  = {14690},
}

@Article{Deaton.2002,
  author  = {Deaton, Angus},
  title   = {Policy Implications of the Gradient of Health and Wealth},
  journal = {Health Affairs},
  year    = {2002},
  volume  = {21},
  number  = {2},
  pages   = {13--30},
}

@Article{Deb.2006,
  author  = {Deb, Partha and Munkin, Murat K and Trivedi, Pravin K},
  title   = {Bayesian Analysis of the Two-Part Model with Endogeneity: Application to Health Care Expenditure},
  journal = {Journal of Applied Econometrics},
  year    = {2006},
  volume  = {21},
  pages   = {1081--1099},
}

@Article{deCicca.2007,
  author  = {DeCicca, Philip},
  title   = {Does Full-Day Kindergarten Matter? {E}vidence from the First Two Years of Schooling},
  journal = {Economics of Education Review},
  year    = {2007},
  volume  = {26},
  number  = {1},
  pages   = {67--82},
}

@Article{Deck.2014,
  author    = {Deck, Cary and Schlesinger, Harris},
  title     = {{Consistency of Higher Order Risk Preferences}},
  journal   = {Econometrica},
  year      = {2014},
  volume    = {82},
  number    = {5},
  pages     = {1913--1943},
  issn      = {0012-9682},
  abstract  = {Risk aversion (a second-order risk preference) is a time-proven concept in economic models of choice under risk. More recently, the higher order risk preferences of prudence (third-order) and temperance (fourth-order) also have been shown to be quite important. While a majority of the population seems to exhibit both risk aversion and these higher order risk preferences, a significant minority does not. We show how both risk-averse and risk-loving behaviors might be generated by a simple type of basic lottery preference for either (1) combining “good” outcomes with “bad” ones, or (2) combining “good with good” and “bad with bad,” respectively. We further show that this dichotomy is fairly robust at explaining higher order risk attitudes in the laboratory. In addition to our own experimental evidence, we take a second look at the extant laboratory experiments that measure higher order risk preferences and we find a fair amount of support for this dichotomy. Our own experiment also is the first to look beyond fourth-order risk preferences, and we examine risk attitudes at even higher orders.},
  publisher = {Wiley Online Library},
}

@Article{Deck.2010,
  author    = {Deck, Cary and Schlesinger, Harris},
  title     = {{Exploring higher order risk effects}},
  journal   = {Review of Economic Studies},
  year      = {2010},
  volume    = {77},
  number    = {4},
  pages     = {1403--1420},
  issn      = {00346527},
  abstract  = {Precautionary saving has been linked to the property of prudence, and the property of temperance has been used to show how the presence of an unavoidable risk affects one's behaviour towards a second risk. These two higher order risk effects also play key roles in aversion to negative skewness and to kurtosis, respectively. This article presents a laboratory experiment to determine whether subjects are prudent and/or temperate. The experiment is based upon preferences over lottery pairs in simple 50–50 gambles. Subjects are asked in which of two states of nature they would prefer to receive a zero-mean gamble. For prudence, the choices are between a lower and higher wealth outcome. For temperance, the choices are between a state with no other risk and a state with a second (independent) risk. The results show behavioural evidence for prudence, but they also show evidence of intemperate behaviour. Implications of these results for both expected-utility and non-expected-utility models are examined. [ABSTRACT FROM AUTHOR]},
  isbn      = {00346527},
  pmid      = {52904217},
  publisher = {Oxford University Press},
}

@Book{ASVAB.1982,
  Title                    = {Profile of American Youth: 1980 Nationwide Administration of the Armed Services Vocational Aptitude Battery},
  Author                   = {Deparment of Defense},
  Publisher                = {Office of the Assistant Secretary of Defense for Manpower and Reserve Affairs},
  Year                     = {1982},

  Address                  = {Washington, DC}
}

@Book{DeGroot.1970,
  Title                    = {Optimal Statistical Decisions},
  Author                   = {DeGroot, M H},
  Publisher                = {McGraw-Hill},
  Year                     = {1970},

  Address                  = {New York City, NY}
}

@Article{Dehejia.2008,
  author  = {Dehejia, R H},
  title   = {When is ATE enough? {R}isk Aversion and Inequality Aversion in Evaluating Training Programs},
  journal = {Working Paper},
  year    = {2008},
}

@Article{Dehejia.2005,
  author  = {Dehejia, Rajeev H},
  title   = {Program Evaluation as a Decision Problem},
  journal = {Journal of Econometrics},
  year    = {2005},
  volume  = {125},
  number  = {1-2},
  pages   = {141--173},
}

@Article{Dehejia.2003,
  author  = {Dehejia, R H},
  title   = {Was There a Riverside Miracle? {A} Hierarchical Framework for Evaluating Programs With Grouped Data},
  journal = {Journal of Business \& Economic Statistics},
  year    = {2003},
  volume  = {21},
  number  = {1},
  pages   = {1--11},
}

@Article{DelBono.2008,
  author  = {{Del Bono}, Emilia and Ermisch, John and Francesconi, Marco},
  title   = {Intra-Family Resource Allocation: A Dynamic Model of Birth Weight},
  journal = {IZA Discussion Paper},
  year    = {2008},
  volume  = {No. 3704},
}

@Article{Delaney.2016,
  author  = {Delaney, Judith M},
  title   = {To Go to College or Not? {T}he Role of Ability, Family Background, and Risk},
  journal = {Unpublished Manuscript},
  year    = {2016},
}

@InCollection{DellaVigna.2018,
  author    = {DellaVigna, Stefano},
  title     = {Structural Behavioral Economics},
  booktitle = {Handbook of Behavioral Economics - Foundations and Applications},
  publisher = {Elsevier},
  year      = {2018},
  editor    = {Bernheim, Doug and DellaVigna, Stefano and Laibson, David},
  volume    = {1},
  pages     = {613--724},
}

@Article{Demaray.1995,
  author  = {Demaray, Michelle and Ruffalo, Stacey},
  title   = {Social Skills Assessment: A Comparative Evaluation of Six Published Rating Scales},
  journal = {School Psychology Review},
  year    = {1995},
  volume  = {24},
  number  = {4},
  pages   = {648--672},
}

@Article{Deming.2009,
  author  = {Deming, David},
  title   = {Early Childhood Intervention and Life-Cycle Skill Formation: Evidence from Head Start},
  journal = {American Economic Journal: Applied Economics},
  year    = {2009},
  volume  = {1},
  number  = {3},
  pages   = {111--134},
}

@Article{Deming.2009a,
  author  = {Deming, D and Dynarski, S},
  title   = {Into College, out of Poverty? {P}olicies to Increase the Postsecondary Attainment of the Poor},
  journal = {NBER Working Paper},
  year    = {2009},
}

@Article{Dempster.1967,
	author = {Dempster, A. P.},
	title = {Upper and Lower Probabilities Induced by a Multivalued Mapping},
	journal = {Annals of Mathematical Statistics},
	volume = {38},
	number = {2},
	pages = {325--339},
	year = {1967},
}

@Article{Dempster.1977,
  author  = {Dempster, A P and Laird, N M and Rubin, D B},
  title   = {Maximum Likelihood from Incomplete Data via EM Algorithm},
  journal = {Journal of the Royal Statistical Society B},
  year    = {1977},
  volume  = {39},
  number  = {1},
  pages   = {1--38},
}

@Article{Deng.2007,
  author  = {Deng, Geng},
  title   = {Simulation-Based Optimization},
  journal = {Unpublished Manuscript},
  year    = {2007},
}

@book{Denneberg.2013,
	title={Non-Additive Measure and Integral},
	author={Denneberg, Dieter},
	volume={27},
	year={2013},
	publisher={Springer Science \& Business Media}
}

@Article{Devroye.2001,
  author  = {Devroye, Dan and Freeman, Richard},
  title   = {Does Inequality in Skills Explain Inequality of Earnings Across Advanced Countries?},
  journal = {NBER Working Paper},
  year    = {2001},
  volume  = {8140},
}

@Article{Diamond.2007,
  author  = {Diamond, Adele. and and Barnett, Steven W and THomas, Jessica and Munro, Sarah},
  title   = {Preschool Program Improves Cognitive Control},
  journal = {Science},
  year    = {2007},
  volume  = {30},
  pages   = {1387--1388},
}

@Book{Dickinson.1997,
  Title                    = {Evaluation of Worker Profiling and Reemployment Services Systems},
  Author                   = {Dickinson, Katherine P and Suzanne, Kreutzer D and Decker, Paul T},
  Publisher                = {U.S. Department of Labor},
  Year                     = {1997},

  Address                  = {Washington, DC}
}

@Article{Diebolt.1994,
  author  = {Diebolt, Jean and Robert, Christian P},
  title   = {Estimation of Finite Mixture Distributions Through Bayesian Sampling},
  journal = {Journal of the Royal Statistical Society B},
  year    = {1994},
  volume  = {56},
  number  = {2},
  pages   = {363--375},
}

@Article{Diermeier.2005,
  author  = {Diermeier, Daniel and Keane, Michael and Merlo, Antonio},
  title   = {A Political Economy Model of Congressional Careers},
  journal = {American Economic Review},
  year    = {2005},
  volume  = {95},
  number  = {1},
  pages   = {347--373},
}

@Article{DiNardo.1996,
  author  = {DiNardo, John and Fortin, Nicole M and Lemieux, Thomas},
  title   = {Labor Market Institutions and the Distribution of Wages, 1973 - 1992: A Semiparametric Approach},
  journal = {Econometrica},
  year    = {1996},
  volume  = {64},
  number  = {5},
  pages   = {1001--1044},
}

@Article{DiNardo2001,
  author  = {DiNardo, John and Tobias, Justin L},
  title   = {Nonparametric Density and Regression Estimation},
  journal = {Journal of Economic Perspectives},
  year    = {2001},
  volume  = {15},
  number  = {4},
  pages   = {11--28},
  month   = {nov},
  issn    = {0895-3309},
}

@Article{DiPrete.2009,
  author  = {DiPrete, Thomas and Jennings, Jennifer L},
  title   = {Social/Behavioral Skills and the Gender Gap in Early Educational Achievement},
  journal = {Working Paper},
  year    = {2009},
}

@Article{Dobbie.2009,
  author  = {Dobbie, Will and Fryer, Roland G},
  title   = {Are High Quality Schools Enough to Close the Achievement Gap? {E}vidence from a Social Experiment in Harlem},
  journal = {NBER Working Paper},
  year    = {2009},
  number  = {15473},
}

@Article{Dohmen2010,
  author   = {Dohmen, Thomas and Falk, Armin and Huffman, David and Sunde, Uwe},
  title    = {Are Risk Aversion and Impatience Related to Cognitive Ability?},
  issn     = {0002-8282},
  number   = {3},
  pages    = {1238--1260},
  volume   = {100},
  journal  = {American Economic Review},
  keywords = {cognitive abilit, risk preference, time preference},
  year     = {2010},
}

@Article{Dohmen.2009,
  author  = {Dohmen, Thomas and Falk, Armin and Huffman, David and Sunde, Uwe},
  title   = {Homo Reciprocans: Survey Evidence on Behavioural Outcomes},
  journal = {The Economic Journal},
  year    = {2009},
  volume  = {119},
  number  = {536},
  pages   = {592--612},
  issn    = {00130133},
}

@Article{Dominiak.2012,
  author  = {Dominak, Adam and Duersch, Peter and Lefort, Jean-Philippe},
  title   = {A Dynamic Ellsberg Urn Experiment},
  journal = {Games and Economic Behavior},
  year    = {2012},
  volume  = {75},
  number  = {2},
  pages   = {625--638},
}

@Article{Dominitz.1996,
  author  = {Dominitz, J and Manski, Charles F},
  title   = {Eliciting student expectations of the returns to schooling},
  journal = {Journal of Human Resources},
  year    = {1996},
  volume  = {31},
  pages   = {1--26},
}

@Article{Dongarra.2003,
  author  = {Dongarra, Jack J. and Luszczek, Piotr and Petitet, Antoine},
  title   = {The {LINPACK} Benchmark: Past, Present and Future},
  journal = {Concurrency and Computation: Practice and Experience},
  year    = {2003},
  volume  = {15},
  number  = {9},
  pages   = {803--820},
}

@Article{Dow.1992,
  author  = {Dow, James and da Costa Werlang, Sergio Ribeiro},
  title   = {Uncertainty Aversion, Risk Aversion, and the Optimal Choice of Portfolio},
  journal = {Econometrica},
  year    = {1992},
  volume  = {60},
  number  = {1},
  pages   = {197--204},
}

@Article{Doyle.2007,
  author  = {Doyle, Joseph J.},
  title   = {Child Protection and Child Outcomes: Measuring the Effects of Foster Care},
  journal = {American Economic Review},
  year    = {2007},
  volume  = {97},
  number  = {5},
  pages   = {1583--1610},
}

@TechReport{Doyle.2013,
  author      = {Orla Doyle and Colm Harmon and James J. Heckman and Caitriona Logue and Seong Moon},
  title       = {Measuring Investment in Human Capital Formation: An Experimental Analysis of Early Life Outcomes},
  institution = {National Bureau of Economic Research},
  year        = {2013},
  type        = {Working Paper},
  number      = {19316},
  month       = {August},
  abstract    = {The literature on skill formation and human capital development clearly demonstrates that early investment in children is an equitable and efficient policy with large returns in adulthood. Yet little is known about the mechanisms involved in producing these long-term effects. This paper presents early evidence on the nature of skill formation based on an experimentally designed, five-year home visiting program in Ireland targeting disadvantaged families - Preparing for Life (PFL). We examine the impact of investment between utero to 18 months of age on a range of parental and child outcomes. Using the methodology of Heckman et al. (2010a), permutation testing methods and a stepdown procedure are applied to account for the small sample size and the increased likelihood of false discoveries when examining multiple outcomes. The results show that the program impact is concentrated on parental behaviors and the home environment, with little impact on child development at this early stage. This indicates that home visiting programs can be effective at offsetting deficits in parenting skills within a relatively short timeframe, yet continued investment may be required to observe direct effects on child development. While correcting for attrition bias leads to some changes in the precision of estimates, overall the results are quite similar.},
  series      = {Working Paper Series},
}

@Article{Draca.2015,
  author  = {Draca, Mirko and Machin, Stephen},
  title   = {Crime and Economic Incentives},
  journal = {Unpublished Manuscript},
  year    = {2015},
}

@article{Drahs.2018,
	title={Job Search with Subjective Wage Expectations},
	author={Drahs, Sascha and Haywood, Luke and Schiprowski, Amelie},
	year={2018},
	publisher={DIW Berlin Discussion Paper}
}

@Article{Dreber.2016,
  author   = {Dreber, Anna and Fudenberg, Drew and Levine, David K. and Rand, David G.},
  title    = {Self-Control, Social Preferences and the Effect of Delayed Payments},
  issn     = {0717-6163},
  pages    = {81--87},
  abstract = {The objective of this case study was to obtain some first-hand information about the functional consequences of a cosmetic tongue split operation for speech and tongue motility. One male patient who had performed the operation on himself was interviewed and underwent a tongue motility assessment, as well as an ultrasound examination. Tongue motility was mildly reduced as a result of tissue scarring. Speech was rated to be fully intelligible and highly acceptable by 4 raters, although 2 raters noticed slight distortions of the sibilants /s/ and /z/. The 3-dimensional ultrasound demonstrated that the synergy of the 2 sides of the tongue was preserved. A notably deep posterior genioglossus furrow indicated compensation for the reduced length of the tongue blade. It is concluded that the tongue split procedure did not significantly affect the participant's speech intelligibility and tongue motility.},
  isbn     = {9780874216561},
  keywords = {Adolescence, Adolescencia, Adolescent, Adolescent Behavior, Adolescent Behavior: psychology, Adult, Agresiones al cuerpo, Attachment to the body, Attaque au corps, Autolesiones deliberadas, Automutilation d{\'{e}}lib{\'{e}}r{\'{e}}e, Body Piercing, Body Piercing: psychology, Body Piercing: statistics & numerical data, Body image, CUERPO, Chile, Chile: epidemiology, Cosmetic Techniques, Deliberate self-harm, Epidemiologic Methods, Female, Humans, Image corporelle, Imagen corporal, JUVENTUD, MODIFICACIONES CORPORALES, Male, Motivation, Movement, Risk-Taking, Self Mutilation, Self Mutilation: physiopathology, Self Mutilation: ultrasonography, Sex Distribution, Speech Articulation Tests, Speech Intelligibility, Tattooing, Tattooing: psychology, Tattooing: statistics & numerical data, Tongue, Tongue: injuries, Tongue: physiopathology, Tongue: ultrasonography, aesthetics, and on cor-, as none were found, autoinjury and health, body, complications did not, complications from inserting a, constituci{\'{o}}n del yo, control postural- estabilizaci{\'{o}}n- v{\'{i}}as, corporal modifications, corps, cuerpo, culturas juveniles, cultures juv{\'{e}}niles, epidural, esth{\'{e}}tique, est{\'{e}}tica, find any reports of, high resolution images, if neuraxial anes-, ing with neuraxial anesthesia, jeunesse, juvenile cultures, juventud, mecanismos de anteroalimentaci{\'{o}}n y, modificacio -, needle through a, nes corporales, perforaci{\'{o}}n corporal, piel, pr{\'{a}}ctica autolesiva, psicoan{\'{a}}lisis, research, retroalimentaci{\'{o}}n, risks management, segunda piel, sensitivas y motoras, spinal, sustainable reconstruction, tattoo, tattooing, tattoos, tatuaje, the literature on tattoos, was reviewed to see, youth},
  pmid     = {15003161},
  year     = {2016},
}

@Article{Drton.2009,
  author  = {Drton, Mathias},
  title   = {Likelihood Ratio Tests and Singularities},
  journal = {The Annals of Statistics},
  year    = {2009},
  volume  = {37},
  number  = {2},
  pages   = {979--1012},
}

@Article{Duckworth.2011,
  author  = {Duckworth, Angela and Almlund, Mathilde and Heckman, James J and Kautz, Tim},
  title   = {The Relevance of Personality Psychology for Economics},
  journal = {Handbook of the Economics of Education},
  year    = {2011},
  pages   = {forthcoming},
}

@Article{Duckworth.2005,
  author  = {Duckworth, Angela L and Seligman, Martin E P},
  title   = {Self-Discipline Outdoes IQ in Prediciting Academic Performance of Adolescents},
  journal = {American Psychological Society},
  year    = {2005},
  volume  = {16},
  number  = {2},
  pages   = {939--944},
}

@Article{Duffie.1993,
  author  = {Duffie, Darrel and Singelton, Kenneth J},
  title   = {Simulated Moments Estimation of {M}arkov Models of Asset Prices},
  journal = {Econometrica},
  year    = {1993},
  volume  = {61},
  number  = {4},
  pages   = {929--952},
}

@InCollection{Duncan.1997,
  Title                    = {Income Effects Across the Life Span: Integration and Interpretation},
  Author                   = {Duncan, Greg J and Brooks-Gunn, Jeanne},
  Booktitle                = {Consequences of Growing up Poor},
  Publisher                = {Russell Sage Foundation},
  Year                     = {1997},

  Address                  = {New York City, NY},
  Editor                   = {Duncan, Greg J},
  Pages                    = {596--610}
}

@Article{Duncan.2008,
  author  = {Duncan, Greg J and Dowsett, Chantelle J and Claessens, Amy and Magnuson, Katherine and Huston, Aletha C and Klebanov, Pamela and Pagani, Linda S and Feinstein, Leon and Engel, Mimi and Brooks-Gunn, Jeanne and Sexton, Holly and Duckworth, Kathryn and Japeli, Crista},
  title   = {School Readiness and Later Achievement},
  journal = {Developmental Psychology},
  year    = {2007},
  volume  = {43},
  number  = {6},
  pages   = {1428--1446},
}

@Article{Duncan.2006,
  author  = {Duncan, Greg J and Gibson-Davis, Christina},
  title   = {Connecting Child Care Outcomes: Drawing Policy Lessons from Nonexperimental Data},
  journal = {Evaluation Review},
  year    = {2006},
  volume  = {30},
  number  = {5},
  pages   = {611--630},
}

@Article{Duncan.1985,
  author  = {Duncan, Greg J and Hill, Daniel H},
  title   = {An Investigation of the Extent and Consequences of Measurement Error in Labor-Economic Survey Data},
  journal = {Journal of Labor Economics},
  year    = {1985},
  volume  = {3},
  number  = {4},
  pages   = {508--532},
}

@Book{Durbin.2002,
  Title                    = {Time Series Analysis by State Space Methods},
  Author                   = {Durbin, James and Koopman, Siem J},
  Publisher                = {Cambridge University Press},
  Year                     = {2002},

  Address                  = {Cambridge, MA}
}

@InCollection{Durlauf.2001,
  Title                    = {Interaction-based Models},
  Author                   = {Durlauf, Steven and Brock, William},
  Booktitle                = {Handbook of Econometrics},
  Publisher                = {Elsev},
  Year                     = {2001},

  Address                  = {Amsterdam, Netherlands},
  Chapter                  = {54},
  Editor                   = {Heckman, James J and Leamer, Edward E},
  Pages                    = {3297--3380},
  Volume                   = {5}
}

@Article{Durlauf.1996,
  author  = {Durlauf, Steven N},
  title   = {A Theory of Persistent Income Inequality},
  journal = {Journal of Economic Growth},
  year    = {1996},
  number  = {1},
  pages   = {75--93},
}

@Article{Dustmann.2007,
  author   = {Dustmann, Christian},
  title    = {Return Migration, Investment in Children and Intergenerational Mobility: Comparing Sons of Foreign and Native Born Fathers},
  journal  = {IZA Discussion Paper},
  year     = {2007},
  volume   = {No. 3080},
  abstract = {This paper studies parental investment in education and intergenerational earnings mobility for father-son pairs with native and foreign born fathers. We illustrate within a simple model that for immigrants, investment in their children is related to their return migration probability. In our empirical analysis, we include a measure for return probabilities, based on repeated information about migrants' return intentions. Our results suggest that educational investments in the son are positively associated with a higher probability of a permanent migration of the father. We also find that the son's permanent wages are positively associated with the probability of the father's permanent migration. Keywords: Intergenerational mobility, return intentions, educational investment, earnings.},
}

@Article{Dustmann.2004,
  author  = {Dustmann, Christian},
  title   = {Parental Background, Secondary School Track Choice, and Wages},
  journal = {Oxford Economic Papers},
  year    = {2004},
  volume  = {56},
  number  = {2},
  pages   = {209--230},
}

@Article{Dustmann.2005,
  author  = {Dustmann, Christian and Pereira, Sonia C},
  title   = {Wage Growth and Job Mobility in the UK and Germany},
  journal = {IZA Discussion Paper},
  year    = {2005},
  number  = {No. 1586},
}

@Article{Dustmann.2003,
  author  = {Dustmann, Christian and Rajah, Najma and van Soest, Arthur},
  title   = {Class Size, Education, and Wages},
  journal = {Economic Journal},
  year    = {2003},
  volume  = {113},
  number  = {485},
  pages   = {99--120},
}

@Book{Dworkin.1986,
  Title                    = {A Matter of Principle},
  Author                   = {Dworkin, Robert},
  Publisher                = {Harvard University Press},
  Year                     = {1986},
  Address                  = {Cambridge, MA}
}

@Article{Dynarski.2002,
  author  = {Dynarski, Susan},
  title   = {The Behavioral and Distributional Implications of Aid for College},
  journal = {American Economic Review},
  year    = {2002},
  volume  = {92},
  number  = {2},
  pages   = {279--285},
}

@Article{Dynarski.2001,
  author  = {Dynarski, Susan},
  title   = {Does Aid Matter? {M}easuring the Effects of Student Aid on College Attendance and Completion},
  journal = {Working Paper},
  year    = {2001},
  volume  = {Harvard Un},
}

@Article{Dynarski.2000,
  author  = {Dynarski, Susan},
  title   = {Hope for Whom? {F}inancial Aid for the Middle Class and Its Impact on College Attendance},
  journal = {National Tax Journal},
  year    = {2000},
  volume  = {53},
  number  = {3},
  pages   = {629--662},
}

@Article{Easley.2009,
	title={Ambiguity and Nonparticipation: The Role of Regulation},
	author={Easley, David and O'Hara, Maureen},
	journal={The Review of Financial Studies},
	volume={22},
	number={5},
	pages={1817--1843},
	year={2009},
	publisher={Oxford University Press}
}

@Article{Eaton.1980,
  author    = {Eaton, Jonathan and Rosen, Harvey S.},
  title     = {Taxation, Human Capital, and Uncertainty},
  journal   = {American Economic Review},
  year      = {1980},
  volume    = {70},
  number    = {4},
  pages     = {705-715},
  owner     = {peisenha},
  timestamp = {2017.02.13},
}

@Article{Ebert.2015,
  author   = {Ebert, Sebastian and Kuilen, Gijs Van De},
  title    = {{Measuring multivariate risk preferences}},
  number   = {0},
  volume   = {31},
  keywords = {correlation aversion, cross-, cross-temperance, fairness, multivariate risk preferences, prudence, risk apportionment, time},
  year     = {2015},
}

@Article{Ebert.2014,
  author  = {Ebert, Sebastian and Wiesen, Daniel},
  title   = {{Joint measurement of risk aversion, prudence, and temperance}},
  journal = {Journal of Risk and Uncertainty},
  year    = {2014},
  volume  = {48},
  number  = {3},
  pages   = {231--252},
}

@Article{Eckstein.1989,
  author  = {Eckstein, Zvi and Wolpin, Kenneth I.},
  title   = {The Specification and Estimation of Dynamic Discrete Choice Models: A Survey},
  journal = {The Journal of Human Resources},
  year    = {1989},
  volume  = {24},
  number  = {4},
  pages   = {562--598},
}

@article{Eckstein.1999,
	author = {Eckstein, Zvi and Wolpin, Kenneth I.},
	title = {Why Youths Drop out of High School: The Impact of Preferences, Opportunities, and Abilities},
	journal = {Econometrica},
	year = {1999},
	volume = {67},
	number = {6},
	pages = {1295-1339},
}

@Electronic{GNPDEF.2017,
  Title                    = {Gross National Product: Implicit Price Deflator [GNPDEF]},
  Author                   = {U.S. Bureau of Economic Analysis},
  HowPublished             = {retrieved from FRED, Federal Reserve Bank of St. Louis; https://fred.stlouisfed.org/series/GNPDEF, June 29, 2017.},
  Year                     = {2017}
}

@Book{U.S.DepartmentofEducation.2002,
  Title                    = {User's Manual for the ECLS-K First Grade Public-Use Data Files and Electronic Codebook},
  Author                   = {U.S. Department of Education},
  Publisher                = {U.S. Department of Education},
  Year                     = {2002},

  Address                  = {Washington, D.C.}
}

@Article{Eeckhoudt.2006,
  author  = {Eeckhoudt, Louis and Schlesinger, Harris},
  title   = {{Putting risk in its proper place}},
  journal = {American Economic Review},
  year    = {2006},
  volume  = {96},
  number  = {1},
  pages   = {280--289},
}

@Article{Egesdal.2013,
  author  = {Egesdal, Michael and Lai, Zhenyu and Su, Che-Lin},
  title   = {Estimating Dynamic Discrete-Choice Games of Incomplete Information},
  journal = {Unpublished Manuscript},
  year    = {2013},
}

@Book{Ehrenberg.2016,
  title     = {Modern Labor Economics: Theory and Public Policy},
  publisher = {Routledge},
  year      = {2016},
  author    = {Ehrenberg, Ronald G and Smith, Robert S},
  address   = {New York City, NY},
}

@Article{Eide.1999,
  author  = {Eide, Eric and Showalter, Mark},
  title   = {Factors Affecting the Transmission of Earnings Across Generations: A Quantile Regression Approach},
  journal = {The Journal of Human Resources},
  year    = {1999},
  volume  = {34},
  number  = {2},
  pages   = {253--267},
}

@Article{Einav.2010,
  author  = {Einav, Liran and Levin, Jonathan},
  title   = {Empirical Organization: A Progress Report},
  journal = {Journal of Economic Perspectives},
  year    = {2010},
  volume  = {24},
  number  = {2},
  pages   = {145--162},
}

@Article{Eisenhauer.2019,
  author  = {Eisenhauer, Philipp},
  title   = {The Approximate Solution of Finite-Horizon Dynamic Programming Models: Revisiting {K}eane and {W}olpin (1994)},
  journal = {Journal of Applied Econometrics},
  year    = {2019},
  volume  = {34},
  number  = {1},
  pages   = {149-154},
}

@Book{Eisenhauer.2018,
  Title                    = {Robust Human Capital Investment under Risk and Ambiguity},
  Author                   = {Eisenhauer, Philipp},
  Publisher                = {Revise and resubmit at the Journal of Econometrics},
  Year                     = {2018}
}

@Book{Eisenhauer.2018a,
  Title                    = {The robust career decisions of young men},
  Author                   = {Eisenhauer, Philipp},
  Publisher                = {Unpublished manuscript},
  Year                     = {2018}
}

@Article{Eisenhauer.2015b,
  author  = {Eisenhauer, Philipp and Heckman, James J. and Mosso, Stefano},
  title   = {Estimation of dynamic discrete choice models by maximum likelihood and the simulated method of moments},
  journal = {International Economic Review},
  year    = {2015},
  volume  = {56},
  number  = {2},
  pages   = {331--357},
}

@Article{Eisenhauer.2015a,
  author  = {Eisenhauer, Philipp and Heckman, James J and Vytlacil, Edward},
  title   = {The Generalized {R}oy Model and the Cost-Benefit Analysis of Social Programs},
  journal = {Journal of Political Economy},
  year    = {2015},
  volume  = {123},
  number  = {2},
  pages   = {413--443},
}

@Article{Eisenhauer.2008,
  author  = {Eisenhauer, Philipp and Pfeiffer, Friedhelm},
  title   = {Assessing Intergenerational Earnings Persistence Among German Workers},
  journal = {Journal of Labor Market Resarch},
  year    = {2008},
  volume  = {2/3},
  pages   = {119--137},
}

@Book{Eisenhauer.2018b,
  Title                    = {The risk of human capital investments},
  Author                   = {Philipp Eisenhauer and Simon Scheidegger},
  Publisher                = {Unpublished manuscript},
  Year                     = {2018}
}

@Article{ElGhaoui.2008,
  author  = {{El Ghaoui}, Laurent and Oustry, Francois and Lebret, Herve},
  title   = {Robust Solutions to Uncertain Semidefinite Programs},
  journal = {SIAM Journal of Optimization},
  year    = {2008},
  volume  = {9},
  number  = {1},
  pages   = {33--52},
}

@InCollection{Elango.2016,
  Title                    = {Early Childhood Education},
  Author                   = {Elango, Sneha and Garcia, Jorge Luis and Heckman, James J. and Hojman, Andres},
  Booktitle                = {Economics of Means-Tested Transfer Programs in the {U}nited {S}tates},
  Publisher                = {University of Chicago Press},
  Year                     = {2016},

  Address                  = {Chicago, IL},
  Chapter                  = {4},
  Editor                   = {Moffitt, Robert},
  Pages                    = {235--298},
  Volume                   = {II}
}

@Article{Elder.1988,
  author  = {Elder, Glen H and Caspi, Avshalom},
  title   = {Economic Stress in Lives: Developmental Perspectives},
  journal = {Journal of Social Issues},
  year    = {1988},
  volume  = {44},
  number  = {4},
  pages   = {25--45},
}

@Article{El-Gamal.2005,
  author  = {El-Gamal, Mahmoud A and Grether, David M},
  title   = {Are People Bayesian? {U}ncovering Behavioral Strategies},
  journal = {Journal of the American Statistical Association},
  year    = {2005},
  volume  = {90},
  number  = {432},
  pages   = {1137--1145},
}

@InCollection{Eliot.1943,
  Title                    = {Little Gidding},
  Author                   = {Eliot, T.S.},
  Booktitle                = {Four Quartets},
  Publisher                = {Harcourt},
  Year                     = {1943},

  Owner                    = {EMP},
  Timestamp                = {2017.11.02}
}

@Article{Elliott.2011,
  author  = {Elliott, Mark and Roder, Anne},
  title   = {A Promising Start: Year Up's Initial Impacts on Low-Income Young Adults' Careers},
  journal = {New York: Economic Mobility Corporation},
  year    = {2011},
}

@Article{Ellsberg.1961,
  author  = {Ellsberg, Daniel},
  title   = {Risk, Ambiguity, and the {S}avage Axioms},
  journal = {The Quarterly Journal of Economics},
  year    = {1961},
  volume  = {75},
  number  = {4},
  pages   = {643--669},
}

@InCollection{Ellwood.2000,
  Title                    = {Who is getting a college education? {F}amily background and the growing gaps in enrollment},
  Author                   = {Ellwood, David T. and Kane, Thomas J.},
  Booktitle                = {Securing the Future: Investing in Children from Birth to College},
  Publisher                = {Russell Sage},
  Year                     = {2000},

  Address                  = {New York City, NY},
  Editor                   = {Danziger, S. and Waldfogel, J.},
  Pages                    = {283--324}
}

@Book{Nisan.2007,
  title     = {Algorithmic game theory},
  publisher = {Cambridge University Press},
  year      = {2007},
  author    = {Nisan, Noam and Roughgarden, Tim and Tardos, Eva and Vazirani, Vijay V},
  editor    = {Mavronicolas, Marios and Papadopoulou Vicky G},
  address   = {Cambridge, MA},
  isbn      = {9780521872829 (hardback) 0521872820 (hardback)},
  issn      = {00010782},
  keywords  = {Game theory. Algorithms.},
  pages     = {xxi, 754 p.},
  pmid      = {16026978},
}

@Article{Engle.1983,
  author  = {Engle, Robert F and Watson, Mark W},
  title   = {Alternative Algorithms for the Estimation of Dynamic Factor, Mimic and Varying Coefficient Regression Models},
  journal = {Journal of Econometrics},
  year    = {1983},
  volume  = {23},
  number  = {3},
  pages   = {385--400},
}

@Article{Ensminger.1992,
  author  = {Ensminger, Margaret E and Slusarcik, Anita L},
  title   = {Path to High School Graduation of Dropout: A Longitudinal Study of a First Grade Cohort},
  journal = {Sociology of Education},
  year    = {1992},
  volume  = {65},
  number  = {2},
  pages   = {95--113},
}

@Article{Epper.2011,
  author    = {Epper, Thomas and Fehr-Duda, Helga and Bruhin, Adrian},
  title     = {{Viewing the future through a warped lens: Why uncertainty generates hyperbolic discounting}},
  issn      = {08955646},
  number    = {3},
  pages     = {169--203},
  volume    = {43},
  abstract  = {A large body of experimental research has demonstrated that, on average, people violate the axioms of expected utility theory as well as of discounted utility theory. In particular, aggre- gate behavior is best characterized by probability distortions and hyperbolic discounting. But is it the same people who are prone to these behaviors? Based on an experiment with salient monetary incentives we demonstrate that there is a strong and significant relationship between greater departures from linear probability weighting and the degree of decreasing discount rates at the level of individual behavior. We argue that this relationship can be rationalized by the uncertainty inherent in any future event, linking discounting behavior directly to risk preferences. Consequently, decreasing discount rates may be generated by people's proneness to probability distortions.},
  isbn      = {0895-5646},
  journal   = {Journal of Risk and Uncertainty},
  keywords  = {Hyperbolic discounting, Institutionally generated uncertainty, Probability weighting, Risk preferences, Time preferences},
  publisher = {Springer},
  year      = {2011},
}

@Article{Epple.2006,
  author  = {Epple, Dennis and Romando, Richard and Sieg, Holger},
  title   = {Admission, Tuition, and Financial Aid Policies in the Market for Higher Education},
  journal = {Econometrica},
  year    = {2006},
  volume  = {74},
  number  = {4},
  pages   = {885--928},
}

@Book{Epstein.2007,
  Title                    = {Generative Social Science: Studies in Agent-Based Computational Modeling},
  Author                   = {Epstein, Joshua D},
  Publisher                = {Princeton University Press},
  Year                     = {2007},

  Address                  = {Princeton, NJ}
}

@Article{Epstein.1994,
  author  = {Epstein, Larry and Wang, Tan},
  title   = {Intertemporal Asset Pricing under Knightian Uncertainty},
  journal = {Econometrica},
  year    = {1994},
  volume  = {62},
  number  = {2},
  pages   = {283--322},
}

@Article{Epstein.2010a,
  author    = {Epstein, Larry G.},
  title     = {A paradox for the ``smooth ambiguity'' model of preference},
  journal   = {Econometrica},
  year      = {2010},
  volume    = {78},
  number    = {6},
  pages     = {2085-2099},
  owner     = {peisenha},
  timestamp = {2018.02.09},
}

@Article{Epstein.1999,
  author    = {Epstein, Larry G.},
  title     = {A Definition of Uncertainty Aversion},
  journal   = {Review of Economic Studies},
  year      = {1999},
  volume    = {66},
  number    = {3},
  pages     = {579-608},
  owner     = {peisenha},
  timestamp = {2018.02.03},
}

@Article{Epstein.2003b,
  author  = {Epstein, Larry G and Miao, Jianjun},
  title   = {A Two-Person Dynamic Equilibrium under Ambiguity},
  journal = {Journal of Economic Dynamics and Control},
  year    = {2003},
  volume  = {27},
  pages   = {1253--1288},
}

@Article{Epstein.2010,
  author  = {Epstein, Larry G and Schneider, Martin},
  title   = {Ambiguity and Asset Markets},
  journal = {Annual Review of Financial Economics},
  year    = {2010},
  volume  = {2},
  number  = {1},
  pages   = {315--346},
}

@Article{Epstein.2008,
  author    = {Epstein, Larry G. and Schneider, Martin},
  title     = {Ambiguity, Information Quality, and Asset Pricing},
  journal   = {Journal of Finance},
  year      = {2008},
  volume    = {63},
  number    = {1},
  pages     = {197-228},
  owner     = {peisenha},
  timestamp = {2017.03.15},
}

@Article{Epstein.2007a,
  author  = {Epstein, Larry G and Schneider, Martin},
  title   = {Learning Under Ambiguity},
  journal = {Review of Economic Studies},
  year    = {2007},
  volume  = {74},
  number  = {4},
  pages   = {1275--1303},
}

@Article{Epstein.2003,
  author  = {Epstein, Larry G and Schneider, Martin},
  title   = {Recursive Multiple Priors},
  journal = {Journal of Economic Theory},
  year    = {2003},
  volume  = {113},
  number  = {1},
  pages   = {1--31},
}

@Article{Epstein.2003a,
  author  = {Epstein, Larry G and Schneider, Martin},
  title   = {{I}{I}{D}: Independently and Indistinguishably Distributed},
  journal = {Journal of Economic Theory},
  year    = {2003},
  volume  = {113},
  number  = {1},
  pages   = {32--50},
}

@Article{Epstein.1980,
  author    = {Epstein, Larry G. and Tanny, Stephen M.},
  title     = {{Increasing Generalized Correlation: A Definition and Some Economic Consequences}},
  journal   = {The Canadian Journal of Economics / Revue canadienne d'Economique},
  year      = {1980},
  volume    = {13},
  number    = {1},
  pages     = {16--34},
  issn      = {00084085},
  abstract  = {The question `when is a random variable Y riskier or more variable than another random variable X?' has recently been answered in the literature in a manner that is consistent with expected utility theory. This paper provides a similarly natural and theoretically sound definition for the statement that `the random variables Y1 and Y2 are more correlated or positively interdependent than the random variables X1 and X2.' The usefulness of the definition is demonstrated by applying it to the determination of the effects of increased correlation on behaviour in some standard economic models. /// Corr{\'{e}}lation g{\'{e}}n{\'{e}}ralis{\'{e}}e croissante: une d{\'{e}}finition et quelques implications {\'{e}}conomiques. R{\'{e}}cemment on a pu r{\'{e}}pondre {\`{a}} la question `quand une variable al{\'{e}}atoire Y est-elle plus al{\'{e}}atoire ou plus variable qu'une variable al{\'{e}}atoire X?' d'une fa{\c{c}}on qui est consistente avec la th{\'{e}}orie de l'utilit{\'{e}} bas{\'{e}}e sur l'esp{\'{e}}rance math{\'{e}}matique. Ce m{\'{e}}moire veut construire une d{\'{e}}finition tout aussi naturelle et th{\'{e}}oriquement robuste pour la proposition `les variables al{\'{e}}atoires Y1 et Y2 sont davantage co-reli{\'{e}}es ou davantage positivement interd{\'{e}}pendantes que les variables al{\'{e}}atoires X1 et X2.' Les auteurs montrent l'utilit{\'{e}} de cette d{\'{e}}finition en l'appliquant {\`{a}} la calibration des effets d'une corr{\'{e}}lation plus grande sur le comportement dans des mod{\`{e}}les {\'{e}}conomiques conventionnels.},
  publisher = {JSTOR},
}

@Article{Epstein.1995,
  author  = {Epstein, Larry G and Wang, Tan},
  title   = {Uncertainty, Risk-neutral Measures and Security Price Booms and Crashes},
  journal = {Journal of Economic Theory},
  year    = {1995},
}

@Article{Erdem.2005,
  author  = {Erdem, Tuelin and Srinivasan, Kannan and Amaldoss, Wilfred and Bajari, Patrick and Che, Hai and Ho, Teck and Hutchinson, Wes and Katz, Michael and Keane, Michael and Meyer, Robert and Reiss, Peter},
  title   = {Theory-Driven Choice Models},
  journal = {Marketing Letters},
  year    = {2005},
  volume  = {16},
  number  = {3/4},
  pages   = {225--237},
}

@Article{Erikson.2002,
  author  = {Erikson, Robert and Goldthorpe, John H},
  title   = {Intergenerational Inequality: A Sociological Perspective},
  journal = {The Journal of Economic Perspectives},
  year    = {2002},
  volume  = {16},
  number  = {3},
  pages   = {31--44},
}

@InCollection{Erikson.1996,
  Title                    = {Explaining Class Inequality in Educatioln: The Swedish Test Case},
  Author                   = {Erikson, Robert and Jonsson, Jan O},
  Booktitle                = {Can Education be Equalized? {T}he Swedish Case in Comparative Perspective},
  Publisher                = {Westview Press},
  Year                     = {1996},

  Address                  = {Boulder, CO},
  Editor                   = {Erikson, Robert and Jonsson, Jan O},
  Pages                    = {1--64}
}

@Article{Ermisch.2006,
  author  = {Ermisch, John and Francesconi, Marco and Sieder, Thomas},
  title   = {Intergenerational Mobility and Martial Sorting},
  journal = {The Economic Journal},
  year    = {2006},
  volume  = {116},
  number  = {513},
  pages   = {659--679},
}

@Article{Escobar.1995,
  author  = {Escobar, Michael D and West, Mike},
  title   = {Bayesian Density Estimation and Inference Using Mixtures},
  journal = {Journal of the American Statistical Association},
  year    = {1995},
  volume  = {90},
  number  = {460},
  pages   = {577--588},
}

@Article{Etner.2012,
  author  = {Etner, Johanna and Jeleva, Meglena and Tallon, Jean-Marc},
  title   = {Decision Theory Under Ambiguity},
  journal = {Journal of Economic Survey},
  year    = {2012},
  volume  = {26},
  number  = {2},
  pages   = {234--270},
}

@Book{Evans.1993,
  Title                    = {Practical Numerical Integration},
  Author                   = {Evans, G},
  Publisher                = {Wiley},
  Year                     = {1993},

  Address                  = {New York City, NY}
}

@Article{Ewashko.1971,
  author  = {Ewashko, T A and Dudding, R C},
  title   = {Application of Kuhn's Hungarian Assignment Algorithm to Posting Servicemen},
  journal = {Operations Research},
  year    = {1971},
  volume  = {19},
  number  = {4},
  pages   = {991},
}

@Article{Fahrmeir.2006,
  author  = {Fahrmeir, Ludwig and Raach, Alexander},
  title   = {A Bayesian Semiparametric Latent Variable Model for Mixed Responses},
  journal = {Working Paper},
  year    = {2006},
  volume  = {University},
}

@Article{Fang.2009,
  author  = {Fang, Hamming and Silverman, Dan},
  title   = {Time-Inconsistency and Welfare Program Participation: Evidence from the {NLSY}},
  journal = {International Economic Review},
  year    = {2009},
  volume  = {50},
  number  = {4},
  pages   = {1043--1077},
}

@Article{Fang.2015,
  author  = {Fang, Hanming and Wang Yang},
  title   = {Estimating dynamic discrete choice models with hyperbolic discounting, with an application to mammography decisions},
  journal = {International Economic Review},
  year    = {2015},
  volume  = {56},
  number  = {2},
  pages   = {565--596},
}

@Article{Farkas.2003,
  author  = {Farkas, George},
  title   = {Cognitive Skills and Noncognitive Behaviors in Stratification Processes},
  journal = {Annual Review of Sociology},
  year    = {2003},
  volume  = {29},
  pages   = {541--562},
}

@Book{Felitti.2005,
  Title                    = {The Adverse Childhood Experiences (ACE) Study},
  Author                   = {Felitti, Vincent J and Anda, Robert F},
  Publisher                = {Centers for Disease Control and Kaiser Permanente},
  Year                     = {2005}
}

@InCollection{Ferguson.1983,
  Title                    = {Bayesian Density Estimation by Mixtures of Normal Distributions},
  Author                   = {Ferguson, T S},
  Booktitle                = {Recent Advances in Statistics},
  Publisher                = {Academic Press},
  Year                     = {1983},

  Address                  = {New York City, NY},
  Editor                   = {Rizvi, M H and Chernoff, Herman},
  Pages                    = {287--302}
}

@InCollection{Ferris.2006,
  Title                    = {Foreword},
  Author                   = {Ferris, Timothy},
  Booktitle                = {Perfectly Reasonable Deviations from the Beaten Track: The Letters of {R}ichard {P}. {F}eynman},
  Publisher                = {Basic Books},
  Year                     = {2006},
  Editor                   = {Feynman, Michelle}
}

@Article{Fields.2007,
  author  = {Fields, Gary S and Duval-Hern{\'{a}}ndez, Robert and Freije, Samuel and {S{\`{a}}nchez Puerta}, Maria Laura},
  title   = {Earnings Mobility in Argentina, Mexico and Venezuela: Testing the Divergence of Earnings and the Symmetry of Mobility Hypotheses},
  journal = {IZA Discussion Paper},
  year    = {2007},
  volume  = {No. 3184},
}

@Book{Filar.1997,
  title     = {Competitive {M}arkov Decision Processes},
  publisher = {Springer-Verlag New York, Inc.},
  year      = {1997},
  author    = {Filar, Jerzy and Vrieze, Koos},
  address   = {New York City, NY},
}

@Article{Finetti.1937,
  author  = {de Finetti, Bruno},
  title   = {La Prevision: Ses Lois Logiques, Ses Sources Subjectives},
  journal = {Annales de l'Institut Henri Poincare},
  year    = {1937},
  volume  = {7},
  pages   = {1--68},
}

@Article{Finkelstein.2012,
  author    = {A. Finkelstein and S. Taubman and B. Wright and M. Bernstein and J. Gruber and J.P. Newhouse and H. Allen and K. Baicker and Oregon Health Study Group},
  title     = {The {O}regon Health Insurance Experiment: Evidence from the First Year},
  journal   = {The Quarterly Journal of Economics},
  year      = {2012},
  volume    = {127},
  number    = {3},
  pages     = {1057-1106},
  owner     = {EMP},
  timestamp = {2017.10.20},
}

@Article{Finkelstein.2003,
  author  = {Finkelstein, Eric A and Fiebelkorn, Ian C and Wang, Guijing},
  title   = {National Medical Spending Attributable to Overweight and Obesity: How much, and who`s Paying},
  journal = {Health Affairs},
  year    = {2003},
  volume  = {Web Exclus},
  number  = {W3},
  pages   = {219--225},
}

@Article{Firpo.2007,
  author  = {Firpo, Sergio},
  title   = {Efficient Semiparametric Estimation of Quantile Treatment Effects},
  journal = {Econometrica},
  year    = {2007},
  volume  = {75},
  number  = {1},
  pages   = {703--745},
}

@techreport{Fishburn.1970,
	title={Utility Theory for Decision Making},
	author={Fishburn, Peter C.},
	year={1970},
	institution={Research analysis corp McLean VA}
}

@Article{Fishburn.1982,
  author  = {Fishburn, Peter C. and Rubinstein, Ariel},
  title   = {Time Preference},
  journal = {International Economic Review},
  year    = {1982},
  volume  = {23},
  number  = {3},
  pages   = {677--694},
}

@Book{Fisher.1992,
  Title                    = {Rational Expectaions in Macroeconomic Models},
  Author                   = {Fisher, Paul},
  Publisher                = {Kluwer},
  Year                     = {1992},
  Address                  = {Dordrecht, NL}
}

@Article{Fisher.1922,
  author    = {Fisher, R A},
  title     = {On the Mathematical Foundations of Theoretical Statistics},
  journal   = {Philosophical Transactions of the Royal Society of London. Series A, Containing Papers of a Mathematical or Physical Character},
  year      = {1922},
  volume    = {222},
  number    = {594-604},
  pages     = {309--368},
  issn      = {0264-3952},
  publisher = {The Royal Society},
}

@Article{Fisman.2007,
  author  = {Fisman, Raymond and Kariv, Shachar and Markovits, Daniel},
  title   = {Individual preferences for giving},
  journal = {American Economic Review},
  year    = {2007},
  volume  = {97},
  number  = {5},
  pages   = {1858--1876},
}

@Article{Fitzenberger.2012,
  author  = {Fitzenberger, Bernd and Furdas, Marina},
  title   = {Benchmarking Regions: Estimating the Counterfactual Distribution of Labor Market Outcomes},
  journal = {IZA Discussion Paper},
  year    = {2012},
  volume  = {No. 6465},
}

@Article{Flegal.2007,
  author  = {Flegal, Katherine M and Graubard, Barry I and Williamson, David F and Gail, Mitchell H},
  title   = {Cause-Specific Excess Deaths Associated with Underweight, Overweight, and Obesity},
  journal = {Journal of American Medical Association},
  year    = {2007},
  volume  = {298},
  number  = {17},
  pages   = {2028--2037},
}

@Article{Flinn.1982,
  author  = {Flinn, Chris and Heckman, James J},
  title   = {New Methods for Analyzing Structural Models of Labor Force Dynamics},
  journal = {Journal of Econometrics},
  year    = {1982},
  volume  = {18},
  number  = {1},
  pages   = {115--168},
}

@Article{Florens.2008,
  author  = {Florens, Jean-Pierre and Meghir, Costas and Heckman, James J and Vytlacil, Edward J},
  title   = {Identification of Treatment Effects Using Control Functions in Models with Continuous, Endogenous Treatment and Heterogeneous Effects},
  journal = {Econometrica},
  year    = {2008},
  volume  = {76},
  number  = {5},
  pages   = {1191--1206},
}

@Article{Flossmann.2007,
  author  = {Flossmann, Anton L and Piatek, R{\`{e}}mi and Wichert, Laura},
  title   = {Going Beyond Returns to Education: The Role of Noncognitive Skills on Wages in Germany},
  journal = {Working Paper},
  year    = {2007},
  volume  = {University},
}

@InCollection{Fogel.1997,
  Title                    = {New Findings on Secular Trends in Nutrition and Mortality: Some Implications for Population Theory},
  Author                   = {Fogel, Robert W},
  Booktitle                = {Handbook of Population and Family Economics},
  Publisher                = {North-Holland Publishing Company},
  Year                     = {1997},

  Address                  = {Amsterdam, NL},
  Editor                   = {Rosenzweig, Mark R and Stark, Oded},
  Pages                    = {433--481},
  Volume                   = {1A}
}

@Book{Fogel.2004,
  Title                    = {The Escape from Hunger and Premature Death, 1700-2100, Europe, America, and the Third World},
  Author                   = {Fogel, Robert W},
  Publisher                = {Cambridge University Press},
  Year                     = {2004},

  Address                  = {Cambridge, UK}
}

@Article{Foellmer.2002,
  author  = {F�llmer, Hans and Schied, Alexander},
  title   = {Convex measures of risk and trading constraints},
  journal = {Finance and Stochastics},
  year    = {2002},
  volume  = {6},
  number  = {4},
  pages   = {429--447},
}

@InCollection{Fortin.2011,
  Title                    = {Decomposition Methods in Economics},
  Author                   = {Fortin, Nicole and Lemieux, Thomas and Firpo, Sergio},
  Booktitle                = {Handbook of Labor Economics},
  Publisher                = {Elsevier Science},
  Year                     = {2011},

  Address                  = {Amsterdam, Netherlands},
  Editor                   = {Ashenfelter, Orley and Card, David},
  Pages                    = {1--102},
  Volume                   = {4}
}

@Article{Fortin.2008,
  author  = {Fortin, Nicole M},
  title   = {The Gender Wage Gap among Young Adults in the United States: The Importance of Money versus People},
  journal = {The Journal of Human Resources},
  year    = {2008},
  volume  = {43},
  number  = {4},
  pages   = {884--918},
}

@TechReport{MPI.2015,
  Title                    = {{MPI}: A Message Passing Interface Standard, Version 3.1},
  Author                   = {MPI Forum},
  Institution              = {University of Tennessee},
  Year                     = {2015},

  Address                  = {Knoxville, TN},

  Owner                    = {peisenha},
  Timestamp                = {2017.03.29}
}

@Article{Foster2002,
  author   = {Foster, E Michael},
  title    = {How economists think about family resources and child development.},
  issn     = {0009-3920},
  number   = {6},
  pages    = {1904--1914},
  volume   = {73},
  abstract = {Research in child development reveals that the sources, level, stability, and uses of family resources have a profound effect on children's well-being and long-term outcomes. Although that research has incorporated economic constructs and measures, developmentalists generally ignore the formal economic framework for thinking about family resources and child outcomes. Building on the premise that children are an investment, that framework explains how families allocate resources and links that decision to other family choices and to key child outcomes, such as schooling, morbidity, and mortality among others. This article explains economists' general approach to family behavior (the so-called theory of household production) and then describes how that framework is useful for thinking about families and children. The article then outlines how economists model parental investment in children and examines the implications of that approach for developmental science. This discussion is illustrated using an example of interest to developmentalists--the involvement of children and adolescents in after-school activities. A concluding section discusses the benefits of and potential barriers to collaboration between economists and developmentalists.},
  journal  = {Child development},
  keywords = {Child, Child Development, Child Rearing, Economics, Family, Female, Humans, Income, Male},
  pmid     = {12487501},
  year     = {2002},
}

@Article{Fowlie.2017,
  author  = {Fowlie, Meredith and Wolfram, Catherine and Spurlock, C. Anna and Todd, Annika and Baylis, Patrick and Cappers, Peter},
  title   = {Default effects and follow-on behavior: Evidence from an electricity pricing program},
  journal = {NBER Working Paper},
  year    = {2017},
  volume  = {23553},
}

@Book{Fruehwirth-Schnatter.2006,
  title     = {Finite Mixture and {M}arkov Switching Models},
  publisher = {Springer},
  year      = {2006},
  author    = {Fr$\backslash$FChwirth-Schnatter, Sylvia},
  address   = {New York City, NY},
}

@Article{Frolich.2010,
  author   = {Fr\"{o}lich, Markus},
  title    = {Exploiting Regional Treatment Intensity for the Evaluation of Labor Market Policies},
  issn     = {0162-1459},
  number   = {491},
  pages    = {1014--1029},
  volume   = {105},
  journal  = {Journal of the American Statistical Association},
  keywords = {Active labor market policy, Conditional local inst, active labor market policy, conditional local instrumental variable, fuller estimator, geographic variation, local average, state border, switzerland, treatment effect},
  month    = {sep},
  year     = {2010},
}

@Article{Frolich.2008,
  author  = {Fr\"{o}lich, Markus},
  title   = {Statistical Treatment Choice: An Application to Active Labor Market Programs},
  journal = {Journal of the American Statistical Association},
  year    = {2008},
  volume  = {103},
  number  = {482},
  pages   = {547--558},
}

@Article{Frolich.2006,
  author   = {Fr\"{o}lich, Markus},
  title    = {Non-parametric regression for binary dependent variables},
  issn     = {1368-4221},
  number   = {3},
  pages    = {511--540},
  volume   = {9},
  journal  = {The Econometrics Journal},
  keywords = {binary choice, heterogeneous, heterogeneous treatment effect, local model, local parametric regression, response},
  month    = {nov},
  year     = {2006},
}

@Article{Frolich.2003,
  author  = {Fr\"{o}lich, Markus and Lechner, Michael and Steiger, Heidi},
  title   = {Statistically Assisted Programme Selection - International Experiences and Potential Benefits for Switzerland},
  journal = {Swiss Journal of Economics and Statistics},
  year    = {2003},
  volume  = {139},
  number  = {3},
  pages   = {311--331},
}

@Article{Fraker.1987,
  author    = {Fraker, Thomas and Maynard, Rebecca},
  title     = {The Adequacy of Comparison Group Designs for Evaluations of Employment-Related Programs},
  journal   = {Journal of Human Resources},
  year      = {1987},
  volume    = {22},
  number    = {2},
  pages     = {194--227},
  publisher = {University of Wisconsin Press},
}

@Article{Francesconi.2007,
  author  = {Francesconi, Marco},
  title   = {Adult Outcomes for Children of Teenage Mothers},
  journal = {IZA Discussion Paper},
  year    = {2007},
  volume  = {No. 2778},
}

@Article{Franz.2006,
  author  = {Franz, Wolfgang and Pfeiffer, Friedhelm},
  title   = {Reasons for Wage Rigidites in Germany},
  journal = {Labour Economics},
  year    = {2006},
  volume  = {20},
  number  = {2},
  pages   = {255--284},
}

@Article{Fraser.2001,
  author  = {Fraser, Neil},
  title   = {How Strong is the Case for Targeting Active Labor Market Policies},
  journal = {International Journal of Manpower},
  year    = {2001},
  volume  = {20},
  number  = {3/4},
  pages   = {151--164},
}

@Article{Frederick.2005,
  author  = {Frederick, Shane},
  title   = {Cognitive Reflection and Decision Making},
  journal = {Journal of Economic Perspectives},
  year    = {2005},
  volume  = {19},
  number  = {4},
  pages   = {25--42},
}

@Article{Frederick.2002,
  author    = {Shane Frederick and George Loewenstein and Ted O'Donoghue},
  title     = {Time Discounting and Time Preference: {A} Critical Review},
  journal   = {Journal of Economic Literature},
  year      = {2002},
  volume    = {40},
  number    = {2},
  pages     = {351-401},
  owner     = {peisenha},
  timestamp = {2018.02.03},
}

@Article{Fredrikkson.2008,
  author  = {Fredrikkson, P and Johansson, P},
  title   = {Dynamic Treatment Assignment: The Consequences for Observational Data},
  journal = {Journal of Business \& Economic Statistics},
  year    = {2008},
  volume  = {26},
  number  = {4},
  pages   = {435--445},
}

@Book{Freedman.2000b,
  Title                    = {Evaluating Alternative Welfare-to-Work Approaches: Two-Year Impacts for Eleven Programs},
  Author                   = {Freedman, Stephen and Friedlander, Daniel and Hamilton, Gayle and Rock, JoAnn and Mitchell, Marisa and Nudelman, Jodi and Schweder, Amanda and Storto, Laura},
  Publisher                = {Manpower Demonstration Research Corporation},
  Year                     = {2000},

  Address                  = {New York City, NY}
}

@Article{Freedman.2000,
  author  = {Freedman, Stephen and Knab, Jean Tansey and Gennetian, Lisa A and Navarro, David},
  title   = {The Los Angeles Jobs-First GAIN Evaluation: Final Report on a Work First Program in a Major Urban Center},
  journal = {MDRC Report},
  year    = {2000},
}

@Article{Freiburg.2008,
  author  = {Freiburg, Stadt},
  title   = {Hauptschul Programm: Erfolgreich in Ausbildung},
  journal = {Pressemitteilung},
  year    = {2008},
}

@article{French.2014,
  title   = {The effect of disability insurance receipt on labor supply},
  author  = {French, Eric and Song, Jae},
  journal = {American Economic Journal: Economic Policy},
  volume  = {6},
  number  = {2},
  pages   = {291--337},
  year    = {2014},
}


@InCollection{French.2011a,
  author    = {French, Eric and Taber, Christoph},
  title     = {Identification of Models of the Labor Market},
  booktitle = {Handbook of Labor Economics},
  year      = {2011},
  editor    = {Ashenfelter, Orley and Card, David},
  volume    = {4A},
  publisher = {Elsevier Science},
  pages     = {537--617},
  address   = {Amsterdam, Netherlands},
}

@Book{Friedman.1966,
  Title                    = {Essays in Positive Economics},
  Author                   = {Friedman, Milton},
  Publisher                = {University of Chicago Press},
  Year                     = {1966}
}

@Book{Friedman.1957,
  Title                    = {A Theory of the Consumption Function},
  Author                   = {Friedman, Milton},
  Publisher                = {Princeton University Press},
  Year                     = {1957},

  Address                  = {Princeton, NJ}
}

@Article{Froelich.2006,
  author  = {Froelich, Markus},
  title   = {Non-parametric Regression for Binary Dependent Variables},
  journal = {Econometrics Journal},
  year    = {2006},
  volume  = {9},
  pages   = {540--551},
}

@Article{Fryer.2016,
  author  = {Fryer, R. G.},
  title   = {Information, non-financial incentives, and student achievement: Evidence from a text messaging experiment},
  journal = {Journal of Public Economics},
  year    = {2016},
  volume  = {144},
  number  = {Supplement C},
  pages   = {109--121},
}

@Article{Fryer.2009,
  author  = {Fryer, Roland G and Levitt, Steven D},
  title   = {An Empirical Analysis of the Gender Gap in Mathematics},
  journal = {American Economic Journal: Applied Economics},
  year    = {2010},
  volume  = {2},
  number  = {2},
  pages   = {210--240},
}

@Article{Fryer.2005,
  author  = {Fryer, Roland G and Levitt, Steven D},
  title   = {The Black-White Test Score Gap Through Third Grade},
  journal = {NBER Working Paper},
  year    = {2005},
  pages   = {No. 11049},
}

@Article{Fryer.2004,
  author  = {Fryer, Roland G and Levitt, Steven D},
  title   = {Understanding the Black-White Test Score Gap in the First Two Years of School},
  journal = {Review of Economics and Statistics},
  year    = {2004},
  volume  = {86},
  number  = {2},
  pages   = {447--464},
}

@Article{Fu.2015,
  author  = {Fu, Chao and Wolpin, Kenneth I},
  title   = {Structural Estimation of a Becker-Ehrlich Equilibirum Model of Crime: Allocating Police Across Cities to Reduce Crime},
  journal = {Unpublished Manuscript},
  year    = {2015},
}

@InCollection{Fuchs.1990,
  Title                    = {Are Americans Underinvesting in Their Children},
  Author                   = {Fuchs, Victor},
  Booktitle                = {Rebuilding the Nest: A New Commitment to American Family},
  Publisher                = {Family Service America},
  Year                     = {1990},

  Address                  = {Milwaukee, WI},
  Editor                   = {Blankenhorn, David and Bayme, Steven and Elshtain, Jean B}
}

@Article{Fuchs.1982,
  author  = {Fuchs, Victor R},
  title   = {Time Preference and Health},
  journal = {NBER Working Paper},
  year    = {1982},
  number  = {539},
}

@Article{FuchsSchundeln.2008,
  author  = {Fuchs-Sch\"{u}ndeln, Nicola},
  title   = {The Response of Household Saving to the Large Shock of German Reunification},
  journal = {American Economic Review},
  year    = {2008},
  volume  = {98},
  number  = {5},
  pages   = {1798--1828},
  issn    = {0002-8282},
}

@Book{Fudenberg.1991,
  Title                    = {Game Theory},
  Author                   = {Fudenberg, Drew},
  Publisher                = {The MIT Press},
  Year                     = {1991},

  Address                  = {Cambridge, MA}
}

@Book{Fudenberg.1998,
  Title                    = {The Theory of Learning in Games},
  Author                   = {Fudenberg, Drew and Levine, David K},
  Publisher                = {The MIT Press},
  Year                     = {1998},

  Address                  = {Cambridge, MA}
}

@Article{Fujishige.2003,
  author  = {Fujishige, Satoru and Yang, Zaifu},
  title   = {A Note on Kelso and Crawford's Gross Substitutes Condition},
  journal = {Mathmatics of Operations Research},
  year    = {2003},
  volume  = {28},
  number  = {3},
  pages   = {463--469},
}

@Article{Gabrel.2014,
  author  = {Gabrel, Virginie and Murat, Cecile and Thiele, Aurelie},
  title   = {Recent Advances in Robust Optimization: An Overview},
  journal = {European Journal of Operations Research},
  year    = {2014},
  volume  = {235},
  number  = {3},
  pages   = {471--483},
}

@Article{Gajdos.2008,
  author  = {Gajdos, Thibault and Hayashi, Takashi and Tallon, Jean Marc and Vergnaud, Jean Christophe},
  title   = {Attitude toward imprecise information},
  journal = {Journal of Economic Theory},
  year    = {2008},
  volume  = {140},
  number  = {1},
  pages   = {27--65},
}

@Book{Gale.1960,
  Title                    = {The Theory fo Linear Economic Models},
  Author                   = {Gale, David},
  Publisher                = {McGraw-Hill},
  Year                     = {1960}
}

@Article{Gallant.1996,
  author  = {Gallant, Ronald A and Tauchen, George},
  title   = {Which Moments to Match?},
  journal = {Econometric Theory},
  year    = {1996},
  volume  = {12},
  number  = {4},
  pages   = {657--681},
}

@Article{Garcia.2016,
  author  = {Garc\'{\i}a, Jorge Luis and Heckman, James J},
  title   = {Human Capital Accumulation and Earnings Dynamics over the Life Cycle: The {B}en-{P}orath Model and beyond},
  journal = {Working Paper},
  year    = {2016},
}

@Article{Gardner.2018,
  author    = {John R. Gardner},
  title     = {Roy-model bounds on differential treatment effects},
  journal   = {Econometrics Journal},
  year      = {2018},
  volume    = {under review},
  owner     = {peisenha},
  timestamp = {2018.04.28},
}

@Misc{Gaudecker.2010,
  Title                    = {Effective Programming Practices for Economists},

  Author                   = {von Gaudecker, Hans-Martin},
  Year                     = {2013},

  Url                      = {http://www.uni-bonn.de/{~}hmg308/teaching/prog{\_}econ.html{\#}prog-econ}
}

@Article{Gayle.2013,
  author  = {Gayle, George-Levi and Golan, Limor and Soytas, Mehmet A},
  title   = {What Accounts for the Racial Gap in Time Allocation and Intergenerational Transmission of Human Capital?},
  journal = {Unpublished Manuscript},
  year    = {2013},
}

@Article{Ge.2013,
  author    = {Suqin Ge},
  title     = {Estimating the returns to schooling: Implications from a dynamic discrete choice model},
  journal   = {Labour Economics},
  year      = {2013},
  volume    = {20},
  pages     = {2013},
  owner     = {peisenha},
  timestamp = {2017.02.13},
}

@Article{Gelber.2013,
  author      = {Gelber, Alexander M and Isen, Adam},
  title       = {Children's Schooling and Parents' Investment in Children: Evidence from the Head Start Impact Study},
  journal     = {Journal of Public Economics},
  year        = {2013},
  volume      = {101},
  number      = {1},
  pages       = {25--38},
  institution = {Journal of Public Economics},
  type        = {Working Paper},
}

@Article{Gelfand.1990,
  author  = {Gelfand, Alan E and Smith, Adrian F},
  title   = {Sampling-Bases Approaches to Calculating Marginal Densities},
  journal = {Journal of the American Statistical Association},
  year    = {1990},
  volume  = {85},
  number  = {410},
  pages   = {398--409},
}

@Book{Gelman.2003,
  Title                    = {Bayesian Data Analysis},
  Author                   = {Gelman, Andrew and Carlin, John B and Stern, Hal S},
  Publisher                = {Chapman\&Hall},
  Year                     = {2003},

  Address                  = {New York City, NY}
}

@Article{Genest.1993,
  author  = {Genest, Christian and Rivest, Louis-Paul},
  title   = {Statistical Inference Procedures for Bivariate Archimedian Copulas},
  journal = {Journal of the American Statistical Association},
  year    = {1993},
  volume  = {88},
  number  = {423},
  pages   = {1034--1043},
}

@Article{Gennetian.2005,
  author  = {Gennetian, Lisa A},
  title   = {One or Two Parents? {H}alf of Step Sibling? {T}he Effect of Family Structure on Young Children's Achievement},
  journal = {Journal of Population Economics},
  year    = {2005},
  volume  = {18},
  number  = {3},
  pages   = {415--436},
}

@Article{Gensowski.2010,
  author  = {Gensowski, Miriam and Heckman, James and Savelyev, Peter},
  title   = {The Rate of Return to Education based on a Complete Work History of High-Ability Inidividuals},
  journal = {Working Paper},
  year    = {2011},
  volume  = {University},
}

@Article{Gent.2013,
  author  = {Gent, Ian P},
  title   = {The Recomputation Manifesto},
  journal = {CoRR},
  year    = {2013},
}

@Article{George2010,
  author   = {George, Erwin L J and Goverts, S Theo and Festen, Joost M and Houtgast, Tammo},
  title    = {Measuring the effects of reverberation and noise on sentence intelligibility for hearing-impaired listeners.},
  journal  = {Journal of speech, language, and hearing research : JSLHR},
  year     = {2010},
  volume   = {53},
  number   = {6},
  pages    = {1429--1439},
  issn     = {1558-9102},
  abstract = {The Speech Transmission Index (STI; Houtgast, Steeneken, \& Plomp, 1980; Steeneken \& Houtgast, 1980) is commonly used to quantify the adverse effects of reverberation and stationary noise on speech intelligibility for normal-hearing listeners. Duquesnoy and Plomp (1980) showed that the STI can be applied for presbycusic listeners, relating speech reception thresholds (SRTs) in various reverberant conditions to a fixed, subject-dependent STI value. The current study aims at extending their results to a wider range of hearing-impaired listeners.},
  pmid     = {20689027},
}

@Article{Gerfin.2002,
  author  = {Gerfin, M and Lechner, M},
  title   = {A Microeconometric Evaluation of the Active Labor Market Policy in Switzerland},
  journal = {Economic Journal},
  year    = {2002},
  volume  = {112},
  pages   = {854--893},
}

@Article{Gernandt.2006,
  author  = {Gernandt, Johannes and Pfeiffer, Friedhelm},
  title   = {Rising Wage Inequality in Germany},
  journal = {Jahrb\"{u}cher f\"{u}r National\"{o}konomie und Statistik},
  year    = {2007},
  volume  = {227},
  number  = {4},
  pages   = {in print},
}

@Book{Geweke.2005,
  Title                    = {Contemporary Bayesian Econometrics and Statistics},
  Author                   = {Geweke, John},
  Publisher                = {John Wiley \& Sons},
  Year                     = {2005},

  Address                  = {Hoboken, NJ}
}

@Article{Geweke.1999a,
  author  = {Geweke, John and Houser, Daniel and Keane, Micheal},
  title   = {Simulation Based Inference for Dynamic Multinomial Choice Models},
  journal = {Unpublished Manuscript},
  year    = {1999},
}

@InCollection{Geweke.1999,
  Title                    = {Mixture of Normals Probit Models},
  Author                   = {Geweke, John and Keane, Michael P},
  Booktitle                = {Analysis of Panels and Limited Dependent Variable Models in Honour of G. S. Maddala},
  Publisher                = {Cambridge University Press},
  Year                     = {1999},

  Address                  = {Cambridge, MA},
  Editor                   = {Hsiao, Cheng and Maddala, Gangadharro S},
  Pages                    = {49--79}
}

@Article{Geweke.1997,
  author  = {Geweke, John and Keane, Michael P},
  title   = {Mixture of Normals Probit},
  journal = {Federal Reserve Bank of Minneapolis Economic Perspectives},
  year    = {1997},
  volume  = {237},
}

@Article{Ghirardato.2004,
  author  = {Ghirardato, Paolo and Maccheroni, Fabio and Marinacci, Massimo},
  title   = {Differentiating ambiguity and ambiguity attitude},
  journal = {Journal of Economic Theory},
  year    = {2004},
  volume  = {118},
  number  = {2},
  pages   = {133--173},
}

@Article{Ghirardato.2002,
  author  = {Ghirardato, Paolo and Marinacci, Massimo},
  title   = {Ambiguity made precise: A comparative foundation},
  journal = {Journal of Economic Theory},
  year    = {2002},
  volume  = {102},
  number  = {2},
  pages   = {251--289},
}

@Book{Gilboa.2009,
  title     = {Theory of decision under uncertainty},
  publisher = {Cambridge University Press},
  year      = {2009},
  author    = {Gilboa, Itzhak},
  address   = {New York City, NY},
}

@Article{Gilboa.2010,
  author  = {Gilboa, Itzhak and Maccheroni, Fabio and Marinacci, Massimo and Schmeidler, David},
  title   = {Objective and Subjective Rationality in a Multiple Prior Model},
  journal = {Econometrica},
  year    = {2010},
  volume  = {78},
  number  = {2},
  pages   = {755--770},
}

@InCollection{Gilboa.2013,
  author    = {Itzhak Gilboa and Massimo Marinacci},
  title     = {Ambiguity and the {B}ayesian Paradigm},
  booktitle = {Advances in Economics and Econometrics: Theory and Applications},
  publisher = {Cambridge University Press},
  year      = {2013},
  editor    = {Acemoglu, Daron and Arellano, Manuel and Dekel, Eddit},
  volume    = {1: Economic Theory, Tenth World Congress},
  pages     = {179--242},
  address   = {New York City, NY},
  owner     = {peisenha},
  timestamp = {2017.03.29},
}

@Article{Gilboa.2011,
  author  = {Gilboa, Itzhak and Marinacci, Massimo},
  title   = {Ambiguity and the {B}ayesian Paradigm},
  journal = {IGIER Working Paper},
  year    = {2011},
  volume  = {379},
}

@Article{Gilboa.2014,
  author  = {Gilboa, Itzhak and Postlewaite, Andrew W. and Samuelson, Larry and Schmeidler, David},
  title   = {Economic Models as Analogies},
  journal = {The Economic Journal},
  year    = {2014},
  volume  = {124},
  pages   = {F513--F533},
}

@Article{Gilboa.2012,
  author  = {Gilboa, Itzhak and Postlewaite, Andrew W. and Schmeidler, David},
  title   = {Rationality of belief or: Why {S}avage's axioms are neither necessary nor sufficient for rationality.},
  journal = {Synthese},
  year    = {2012},
  volume  = {187},
  number  = {1},
  pages   = {11--31},
}

@Article{Gilboa.2009b,
  author  = {Gilboa, Itzhak and Postlewaite, Andrew W. and Schmeidler, David},
  title   = {Is it always rational to satisfy {S}avage's axioms?},
  journal = {Economics \& Philosophy},
  year    = {2009},
  volume  = {25},
  number  = {3},
  pages   = {285--296},
}

@Article{Gilboa.2008,
  author  = {Gilboa, Itzhak and Postlewaite, Andrew W and Schmeidler, David},
  title   = {Probability and Uncertainty in Economic Modeling},
  journal = {Journal of Economic Perspectives},
  year    = {2008},
  volume  = {22},
  number  = {3},
  pages   = {173--188},
}

@Article{Gilboa.1993,
  author  = {Gilboa, I and Schmeidler, David},
  title   = {Updating Ambiguous Beliefs},
  journal = {Journal of Economic Theory},
  year    = {1993},
  volume  = {59},
  number  = {1},
  pages   = {33--49},
}

@Article{Gilboa.1989,
  author  = {Gilboa, Itzhak and Schmeidler, David},
  title   = {MaxMin Expected Utility With Non-Unique Prior},
  journal = {Journal of Mathematical Economics},
  year    = {1989},
  volume  = {18},
  number  = {2},
  pages   = {141--153},
}

@incollection{Gilboa.2016,
	title={Ambiguity and the Bayesian Paradigm},
	author={Gilboa, Itzhak and Marinacci, Massimo},
	booktitle={Readings in Formal Epistemology},
	pages={385--439},
	year={2016},
	publisher={Springer}
}

@Article{Ginsburg.2008,
  author  = {Ginsburg, Herbert P and Lee, Hoon S and Boyd, Judi S},
  title   = {Improving Early Mathematics Education May Enhance Children's Academic Success},
  journal = {Social Policy Report},
  year    = {2008},
  volume  = {22},
  pages   = {1},
}

@Article{Ginther.2004,
  author  = {Ginther, Donna K and Pollak, Robert A},
  title   = {Family Structure and Children's Educational Outcomes},
  journal = {Demography},
  year    = {2004},
  volume  = {41},
  number  = {6},
  pages   = {671--696},
}

@Book{Gluckman.2005,
  Title                    = {The Fetal Matrix: Evolution, Development, and Disease},
  Author                   = {Gluckman, Peter D and Hanson, Mark},
  Publisher                = {Cambridge University Press},
  Year                     = {2005},

  Address                  = {Cambridge, UK}
}

@Article{Goffe1994,
  author  = {Goffe, William L and Ferrier, Gary D and Rogers, John},
  title   = {Global Optimization of Statistical Functions with Simulated Annealing},
  journal = {Journal of Econometrics},
  year    = {1994},
  pages   = {65--99},
}

@InCollection{Goldberger.1974,
  Title                    = {Unobservable Variables in Econometrics},
  Author                   = {Goldberger, Arthur S},
  Booktitle                = {Frontiers in Econometrics},
  Publisher                = {Academic Press},
  Year                     = {1974},

  Address                  = {New York City, NY},
  Editor                   = {Zarembka, Paul}
}

@Article{Goldberger.1989,
  author  = {Goldberger, Arthur S.},
  title   = {Economic and Mechanical Models of Intergenerational Transmission},
  journal = {American Economic Review},
  year    = {1989},
  volume  = {79},
  number  = {3},
  pages   = {504--513},
}

@Article{Goldberger.1981,
  author  = {Goldberger, Arthur S},
  title   = {Linear Regression After Selection},
  journal = {Journal of Econometrics},
  year    = {1981},
  volume  = {15},
  number  = {3},
  pages   = {357--366},
}

@Article{Goldberger.1972,
  author  = {Goldberger, Arthur S},
  title   = {Maximum-Likelihood Estimation of Regressions Containing Unobservable Independent Variables},
  journal = {International Economic Review},
  year    = {1972},
  volume  = {13},
  number  = {1},
  pages   = {1--15},
}

@Article{Goldberger.1972b,
  author  = {Goldberger, Arthur S},
  title   = {Structural Equation Models in the Social Sciences},
  journal = {Econometrica},
  year    = {1972},
  volume  = {40},
  number  = {6},
  pages   = {979--1001},
}

@Article{Goldberger.1971,
  author  = {Goldberger, Arthur S},
  title   = {Econometrics and Psychometrics: A Survey of Communalities},
  journal = {Psychometrika},
  year    = {1971},
  volume  = {36},
  number  = {2},
  pages   = {83--107},
}

@Book{Goldberger.1973,
  Title                    = {Structural Equation Models in Social Science},
  Author                   = {Goldberger, Arthur S and Duncan, Otis D},
  Publisher                = {Seminar Press},
  Year                     = {1973},

  Address                  = {New York City, NY}
}

@Article{Goldfarb.2003,
  author    = {Goldfarb, Donald and Iyengar, Garud},
  title     = {Robust portfolio selection problems},
  journal   = {Mathematics of operations research},
  year      = {2003},
  volume    = {28},
  number    = {1},
  pages     = {1--38},
  publisher = {INFORMS},
}

@Article{Goldin.2007,
  author  = {Goldin, Claudia and Katz, Lawrence F},
  title   = {Long-Run Changes in the U.S. Wage Structure: Narrowing, Widening, Polarizing},
  journal = {NBER Working Paper},
  year    = {2007},
  volume  = {13568},
}

@Article{Goldthorpe.2008,
  author  = {Goldthorpe, John H and Mills, Colin},
  title   = {Trends in Intergenerational Class Mobility in Modern Britain: Evidence from National Surveys, 1972-2005 EVIDENCE FROM NATIONAL SURVEYS, 1972-2005},
  journal = {Unpublished Manuscript},
  year    = {2008},
}

@Article{Gollier.2011,
  author    = {Christian Gollier},
  title     = {Portfolio Choices and Asset Prices: The Comparative Statics of Ambiguity Aversion},
  journal   = {Review of Economic Studies},
  year      = {2011},
  volume    = {78},
  pages     = {1329--1344},
  owner     = {peisenha},
  timestamp = {2017.02.22},
}

@Article{Gordon.2011,
  author    = {R. Gordon},
  title     = {Commentary on Tax by Design: {T}he {M}irrlees {R}eview},
  journal   = {Fiscal Studies},
  year      = {2011},
  volume    = {32},
  number    = {3},
  pages     = {395-414},
  owner     = {EMP},
  timestamp = {2017.10.20},
}

@Article{Gottfredson.1997,
  author  = {Gottfredson, Linda S},
  title   = {Why g Matters: The Complexity of Everyday Life},
  journal = {Intelligence},
  year    = {1997},
  volume  = {24},
  pages   = {79--132},
}

@Article{Gottschalk.1996,
  author  = {Gottschalk, Peter},
  title   = {Is the Correlation in Welfare Participation Across Generations Spurious?},
  journal = {Journal of Public Economics},
  year    = {1996},
  volume  = {63},
  number  = {1},
  pages   = {1--25},
}

@Article{Gottschalk.1994,
  author  = {Gottschalk, Peter and Moffitt, Robert},
  title   = {The Growth of Earnings Instability in the U.S. Labor Market},
  journal = {Brookings Papers on Economic Activity},
  year    = {1994},
  volume  = {1994},
  number  = {2},
  pages   = {217--254},
}

@TechReport{Gotz.1984,
  Title                    = {A Dynamic Retention Model for Air Force Officers: Theory and Estimates},
  Author                   = {Gotz, G and Mccall, J},
  Institution              = {DTIC Document},
  Year                     = {1984}
}

@Book{Gourieroux.2001,
  Title                    = {Financial Econometrics},
  Author                   = {Gourieroux, Christian and Jasiak, Joann},
  Publisher                = {Princeton University Press},
  Year                     = {2001},

  Address                  = {Princeton, NJ}
}

@Book{Gourieroux.1997,
  Title                    = {Time Series and Dynamic Models},
  Author                   = {Gourieroux, Christian and Monfort, Alain},
  Publisher                = {Cambridge University Press},
  Year                     = {1997},

  Address                  = {Cambridge, MA}
}

@Book{Gourieroux.1996,
  Title                    = {Simulation-Based Econometrics},
  Author                   = {Gourieroux, Christian and Monfort, Alain},
  Publisher                = {Oxford University Press},
  Year                     = {1996},

  Address                  = {Oxford, United Kingdom}
}

@Article{Gourieroux.1993,
  author  = {Gourieroux, Christian and Monfort, Alain},
  title   = {Simulation-Based Inference: A Survey with Special Reference to Panel Data Models},
  journal = {Journal of Econometrics},
  year    = {1993},
  volume  = {59},
  number  = {1-2},
  pages   = {5--33},
}

@Article{Gourieroux.1993a,
  author  = {Gourieroux, Christian and Monfort, Alain and Renault, Eric},
  title   = {Indirect Inference},
  journal = {Journal of Applied Econometrics},
  year    = {1993},
  volume  = {8},
  number  = {S1},
  pages   = {S85--S118},
}

@Article{Gourieroux.2007,
  author  = {Gourieroux, Christian and Phillips, Peter B C and Yu, Jun},
  title   = {Indirect Inference for Dynamic Panel Models},
  journal = {Unpublished Manuscript},
  year    = {2007},
}

@Article{Goyal.2020,
  author  = {Vineet Goyal and Julien Grand-Clement},
  title   = {Robust {M}arkov decision process: {B}eyond rectangularity},
  journal = {Mathematics of Operations Research},
  year    = {2023},
  volume  = {48},
  number  = {1},
  pages   = {203-226},
}

@Article{Graces.2007,
  author  = {Graces, Eliana and Thomas, Duncan and Currie, Janet},
  title   = {Longer-Term Effects of Head Start},
  journal = {American Economic Review},
  year    = {2007},
  volume  = {92},
  number  = {4},
  pages   = {999--1012},
}

@InCollection{Graham.2011,
  Title                    = {Econometric Methods for the Analysis of Assignment Problems in the Presence of Complementarity and Social Spillovers},
  Author                   = {Graham, Bryan S},
  Booktitle                = {Handbook of Social Economics},
  Publisher                = {North-Holland Publishing Company},
  Year                     = {2011},

  Address                  = {Amsterdam, Netherlands},
  Editor                   = {Benhabib, Jess and Bisin, Alberto and Jackson, Matthew},
  Pages                    = {965--1052},
  Volume                   = {1B}
}

@Article{Graham.2009,
  author  = {Graham, Bryam S and Imbens, Guido W and Ridder, Geert},
  title   = {Complementarity and Aggregate Implications of Assortative Matching: A Nonparametric Analysis},
  journal = {Unpublished Manuscript},
  year    = {2009},
}

@Article{Graham.2007,
  author  = {Graham, Bryam S and Imbens, Guido W and Ridder, Geert},
  title   = {Redistributive Effects for Discretely-Valued Inputs},
  journal = {Unpublished Manuscript},
  year    = {2007},
}

@Article{Grant.2000,
  author  = {Grant, Simon and Kajii, Atsushi and Polak, Ben},
  title   = {Temporal Resolution of Uncertainty and Recursive Non-Expected Utility Models},
  journal = {Econometrica},
  year    = {2000},
  volume  = {68},
  number  = {2},
  pages   = {425--434},
}

@Article{Grawe.2006,
  author  = {Grawe, Nathan D},
  title   = {Lifecycle Bias in Estimates of Intergenerational Earnings Persistence},
  journal = {Labour Economics},
  year    = {2006},
  volume  = {13},
  number  = {5},
  pages   = {551--570},
}

@Article{Grawe.2002,
  author  = {Grawe, Nathan D and Mulligan, Casey B},
  title   = {Economic Interpretations of Intergenerational Correlations},
  journal = {Journal of Economic Perspectives},
  year    = {2002},
  volume  = {16},
  number  = {3},
  pages   = {45--58},
}

@Book{Green.2003,
  Title                    = {Econometric Analyis},
  Author                   = {Green, William H},
  Publisher                = {Prentice Hall},
  Year                     = {2003},

  Address                  = {Upper Saddle River, N.J.}
}

@Book{Gresham.1990,
  Title                    = {Social Skills Rating System},
  Author                   = {Gresham, Frank M and Elliot, Stephen N},
  Publisher                = {American Guidance Service},
  Year                     = {1990},

  Address                  = {Circle Pines, MN}
}

@Article{Griliches.1977,
  author    = {Griliches, Zvi},
  title     = {Estimating the returns to schooling: Some econometric problems},
  journal   = {Econometrica},
  year      = {1977},
  pages     = {1--22},
  publisher = {JSTOR},
}

@Misc{grmpy-1.0,
  Title                    = {grmpy: A {P}ython Package for the Simulation and Estimation of the Generalized {Roy} Model},

  Author                   = {{grmpy}},
  Year                     = {2018},

  Url                      = {http://doi.org/10.5281/zenodo.1162639}
}

@Article{Gronau.1974,
  author  = {Gronau, Reuben},
  title   = {Wage Comparisons - A Selectivity Bias},
  journal = {Journal of Political Economy},
  year    = {1974},
  volume  = {82},
  number  = {2},
  pages   = {1119--1143},
}

@Article{Groot.1992,
  author    = {Wim Groot and Hessel Oosterbeek},
  title     = {Optimal Investment in Human Capital under Uncertainty},
  journal   = {Economics of Education Review},
  year      = {1992},
  volume    = {11},
  number    = {1},
  pages     = {41-49},
  owner     = {peisenha},
  timestamp = {2017.02.21},
}

@InCollection{Grossman.2000b,
  Title                    = {The Human Capital Model},
  Author                   = {Grossman, Michael},
  Booktitle                = {Handbook of Health Economics},
  Publisher                = {Elsevier Science},
  Year                     = {2000},

  Address                  = {Amsterdam, NL},
  Editor                   = {Culyer, Anthony J and Newhouse, Joseph P},
  Pages                    = {347--408},
  Volume                   = {1}
}

@InCollection{Grossman.2006,
  Title                    = {Education and Nonmarket Outcomes},
  Author                   = {Grossman, Michael},
  Booktitle                = {Handbook of the Economics of Education},
  Publisher                = {North-Holland Publishing Company},
  Year                     = {2006},

  Address                  = {Amsterdam, NL},
  Editor                   = {Hanushek, Eric A and Welch, John F},
  Pages                    = {577--633}
}

@Article{Grossman.1973,
  author  = {Grossman, Michael},
  title   = {The Correlation Between Health and Schooling},
  journal = {NBER Working Paper},
  year    = {1973},
  volume  = {22},
}

@Article{Grossman.1972,
  author  = {Grossman, Michael},
  title   = {On the Concept of Health Capital and the Demand for Health},
  journal = {Journal of Political Economy},
  year    = {1972},
  volume  = {80},
  number  = {2},
  pages   = {223--255},
}

@InCollection{Grossman.1997,
  Title                    = {Effects of Education on Health},
  Author                   = {Grossman, Michael and Kaestner, Robert},
  Booktitle                = {The Social Benefits of Education},
  Publisher                = {University of Michigan Press},
  Year                     = {1997},

  Address                  = {Ann Arbor, MI},
  Editor                   = {Behrman, Jere R and Nevzer, Stacey},
  Pages                    = {69--123}
}

@Article{Grossman.1993,
  author  = {Grossman, Michael and Sindelar, Jody L and Mullahy, John and Anderson, Richard},
  title   = {Policy Watch: Alcohol and Cigarrete Taxes},
  journal = {Journal of Economic Perspectives},
  year    = {1993},
  volume  = {7},
  number  = {4},
  pages   = {211--222},
}

@Book{Gut.2005,
  Title                    = {Probability: A Graduate Course},
  Author                   = {Gut, Allan},
  Publisher                = {Springer},
  Year                     = {2005},

  Address                  = {New York City, NY}
}

@Article{Hubner2010,
  author  = {H\"{u}bner, Malte},
  title   = {Das Wachstumsbeschleunigungsgesetz: Eine makro\"{o}konometrische Analyse},
  journal = {Wirtschaftsdienst},
  year    = {2010},
  volume  = {90},
  number  = {4},
  pages   = {240--247},
  issn    = {0043-6275},
}

@Article{Haavelmo.1944a,
  author  = {Haavelmo, Trygve},
  title   = {The Probability Approach in Econometrics},
  journal = {Econometrica},
  year    = {1944},
  volume  = {12},
  number  = {Supplement},
  pages   = {1--115},
}

@Article{Haavelmo.1943a,
  author  = {Haavelmo, Trygve},
  title   = {The Statistical Implications of a System of Simultaneous Equations},
  journal = {Econometrica},
  year    = {1943},
  volume  = {11},
  number  = {1},
  pages   = {1--12},
}

@Misc{Haenel.2013,
  author = {Haenel, Valentin and Gouillart, Emmanuelle and Varoquaux, Ga{\"{e}}l},
  title  = {Python Scientific Lecture Notes},
  year   = {2013},
  url    = {http://scipy-lectures.github.io},
}

@Article{Hahn.2001,
  author  = {Hahn, Jinyuong and Todd, Petra E and van der Klaauw, Wilbert},
  title   = {Identification and Estimation of Treatment Effects with a Regression-Discontinuity Design},
  journal = {Econometrica},
  year    = {2001},
  volume  = {69},
  number  = {1},
  pages   = {201--209},
}

@Article{Hai.2017,
  author    = {Rong Hai and James J. Heckman},
  title     = {Inequality in Human Capital and Endogenous Credit Constraints},
  journal   = {Review of Economic Dynamics},
  year      = {2017},
  volume    = {25},
  pages     = {4--36},
  publisher = {Elsevier},
}

@Article{Haider2001,
  author  = {Haider, Steven J},
  title   = {Earnings Instability and Earnings Inequality of Males in the United States: 1967–1991},
  journal = {Journal of Labor Economics},
  year    = {2001},
  volume  = {19},
  number  = {4},
  pages   = {799--836},
  issn    = {0734-306X},
}

@Article{Haider.2006,
  author  = {Haider, Steven J. and Solon, Gary},
  title   = {Life-Cycle Variation in the Association Between Current and Lifetime Earnings},
  journal = {American Economic Review},
  year    = {2006},
  volume  = {96},
  number  = {4},
  pages   = {1308--1320},
}

@Article{DIW.2005,
  author  = {Haisken-DeNew, John P and Frick, Joachim R},
  title   = {Desktop companion to the German socio-economic panel study (SOEP)},
  journal = {German Institute for Economic Research, Berlin},
  year    = {2005},
}

@Article{Haldane.2012,
  author  = {Haldane, Andrew G},
  title   = {The Dog and the Frisbee},
  journal = {Unpublished Manuscript},
  year    = {2012},
}

@Article{Hall.2004,
  author  = {Hall, Peter and Racine, Jeff and Li, Qi},
  title   = {Cross-validation and the Estimation of Conditional Probability Densities},
  journal = {Journal of the American Statistical Association},
  year    = {2004},
  volume  = {99},
  number  = {468},
  pages   = {1015--1026},
}

@Article{Hammermesh.1992,
  author  = {Hamermesh, Daniel S},
  title   = {The Young Economist's Guide to Professional Etiquette},
  journal = {The Journal of Economic Perspectives},
  year    = {1992},
  volume  = {6},
  number  = {1},
  pages   = {169--179},
}

@Book{Hamilton.2001,
  Title                    = {How Effective Are Different Welfare-to-Work Approaches? {F}ive-Year Adult and Child Impacts for Eleven Programs},
  Author                   = {Hamilton, Gayle and Freedman, Stephen and Gennetian, Lisa and Michalopoulos, Charles and Walter, Johanna and Adams-Ciardullo, Diana and Gassman-Pines, Anna},
  Publisher                = {U.S. Department of Health and Human Services},
  Year                     = {2001},

  Address                  = {Washington, DC}
}

@Book{Hamming.1987,
  Title                    = {Numerical Methods for Scientists and Engineers},
  Author                   = {Hamming, Richard W},
  Publisher                = {McGraw-Hill},
  Year                     = {1987},

  Address                  = {New York City, NY}
}

@Book{Hammond.2000,
  Title                    = {Human Judgment and Social Policy: Irreducible Uncertainty, Invetiable Error, Unavoidable Injustice},
  Author                   = {Hammond, Kenneth R},
  Publisher                = {Oxford University Press},
  Year                     = {2000}
}

@Article{Hammond.1988,
  author  = {Hammond, Peter J},
  title   = {Consequentialist Foundations of Expected Utility},
  journal = {Theory and Decision},
  year    = {1988},
  volume  = {25},
  number  = {1},
  pages   = {25--78},
}

@InCollection{Hampson.2008,
  Title                    = {Personality and Health: A Lifespan Perspective},
  Author                   = {Hampson, Sarah E and Friedman, H S},
  Booktitle                = {Handbook of Personality: Theory and Reserach},
  Publisher                = {Guilford},
  Year                     = {2008},

  Address                  = {New York City, NY},
  Editor                   = {John, Oliver P and Robins, Robert and Pervin, Lawrence A},
  Pages                    = {770--794}
}

@Article{Hampson.2006,
  author  = {Hampson, Sarah E and Goldberg, Lewis R and Vogt, Thomas M and Dubanoski, Joan P},
  title   = {Forty Years On: Teachers' Assessments of Children's Personality Traits Predict Self-Reported Health Behaviors and Outcomes at Midlife},
  journal = {Health Psychology},
  year    = {2006},
  volume  = {25},
  number  = {1},
  pages   = {57--64},
}

@Article{Han.2001,
  author  = {Han, Song and Mulligan, Casey B},
  title   = {Human Capital, Heterogeneity and Estimated Degrees of Intergenerational Mobility},
  journal = {The Economic Journal},
  year    = {2001},
  volume  = {111},
  number  = {470},
  pages   = {207--243},
}

@Book{Walley.1993,
  title     = {Statistical Reasoning with Imprecise Probabilities},
  publisher = {Chapman \& Hall},
  year      = {1993},
  author    = {Hand, David J. and Walley, P.},
  volume    = {42},
  number    = {1},
  address   = {New York City, NY},
  isbn      = {0412286602},
  abstract  = {... an excellent piece of work... a pleasure, and instructive to read. -Applied Statistics This book develops a general theory of upper and lower probabilities, and everyone interested in the foundations of statistical inference should own a copy... The book is at once a theory of partial belief, a formalization of Bayesian robustness, and a thorough (if dogmatic) critique of Standard Bayesian statistics... Even when I disagreed on a point, I found I gained much by having my assumptions challenged. The book is full of interesting material on many topics beside upper and lower probabilities... essential reading. -Journal of the American Statistical Association The making of this book has spanned a decade in time, and an odyssey that included New Zealand, England, Brazil, USA, and Venezuela. This commitment of thought and effort has produced a substantial contribution to foundations theory. -The Australian Journal of Statistics This is an impressive piece of work... clearly written... both a pleasure and instructive to read. -Journal of the Royal Statistical Society This is a deep and well-written study of imprecise probability... carefully worked out and worthy of serious attention. -Mathematical Reviews ... this is an excellent book. It is comprehensive, well-written, rigorous, and highly original... moves statistical reasoning and decision making to a new, higher level of sophistication. -International Journal of General Systems Reading the book with full use of the indexes and the notes is highly rewarding. Many issues which are often poorly discussed, for example, prior-data conflict, are gone into thoroughly. The book is a very rich source of examples and counterexamples. -Short Book Reviews of the International Statistical Institute Product Description This text presents a theory of probabilistic reasoning, statistical inference and decision. The book is concerned with the problems of reasoning under conditions of uncertainty, partial information and ignorance. It is argued that, in order to give appropriate weight to both ignorance and uncertainty, imprecise probabilities need to be assessed. The imprecision can be modelled mathematically by upper and lower probabilities or (more generally) upper and lower previsions. The degree of imprecision can reflect both the amount of information on which probabilities are based and the extent of conflict between different types of information. The book develops mathematical methods for reasoning using imprecise probabilities. These include methods for assessing probabilities, modifying the assessments to achieve coherence, updating them to take account of new information, and combining them to calculate other probabilities, draw conclusions and make decisions. The methods are extended in the second half of the book to construct a general theory of conditional probability and statistical inference. The mathematical theory is based on simple and compelling principles of avoiding sure loss, coherence and natural extension. Careful attention is given to the philosophical foundations, interpretation and justification of the theory. It is compared with alternate theories of inference, including Bayesian theories (which require all probability assesments to be precise), Bayesian sensitivity analysis, the Neyman-Pearson theory of confidence intervals, the Dempster-Shafer theory of belief functions and the theory of fuzzy sets. The theory is applicable to a wide range of disciplines including statistics, decision theory, economics, psychology, philosophy of science, management science, operations research, engineering and artificial intelligence. (References are given to related work in these fields). In fact, the theory has important implications for any field in which the problems of uncertainty and limited information are taken seriously. This book should be of interest to researchers in statistics and those in related disciplines.},
  booktitle = {Applied Statistics},
  issn      = {00359254},
  pages     = {237},
}

@Article{Hansen.2004b,
  author  = {Hansen, Karsten and Heckman, James J and Mullen, Kathleen},
  title   = {The Effect of Schooling and Ability on Achievement Test Scores},
  journal = {Journal of Econometrics},
  year    = {2004},
  volume  = {121},
  number  = {1-2},
  pages   = {39--89},
}

@article{Hansen.2007,
	title={Beliefs, Doubts and Learning: Valuing Macroeconomic Risk},
	author={Hansen, Lars Peter},
	journal={American Economic Review},
	volume={97},
	number={2},
	pages={1--30},
	year={2007}
}

@Article{Hansen.2015,
  author  = {Hansen, Lars P},
  title   = {Uncertainty Outside and Inside Economic Models},
  journal = {Journal of Political Economy},
  year    = {2015},
  volume  = {122},
  number  = {5},
  pages   = {945--987},
}

@Article{Hansen.2003b,
  author  = {Hansen, Lars Peter},
  title   = {Robust Control for Forward-Looking Models},
  journal = {Journal of Monetary Economics},
  year    = {2003},
  volume  = {50},
  pages   = {581--604},
}

@Book{Hansen.2014,
  Title                    = {Uncertainty within Economic Models},
  Author                   = {Hansen, Lars P and Sargent, Thomas},
  Publisher                = {World Scientific Publishing Company},
  Year                     = {2014}
}

@InCollection{Hansen.2010,
  author    = {Hansen, Lars Peter and Sargent, Thomas J},
  title     = {Wanting Robustness in Macroeconomics},
  booktitle = {Handbook of Monetary Economics},
  publisher = {Elsevier Science},
  year      = {2010},
  editor    = {Friedman, Benjamin M and Woodford, Michael},
  volume    = {3B},
  pages     = {1097--1157},
  address   = {Amsterdam, Netherlands},
}

@Book{Hansen.2016,
  title     = {Robustness},
  publisher = {Princeton University Press},
  year      = {2016},
  author    = {Hansen, Lars Peter and Sargent, Thomas J},
  address   = {Princeton, NJ},
}

@Article{Hansen.2012,
  author  = {Hansen, Lars Peter and Sargent, Thomas J},
  title   = {Three Types of Ambiguity},
  journal = {Journal of Monetary Economics},
  year    = {2012},
  volume  = {59},
  number  = {5},
  pages   = {422--445},
}

@Article{Hansen.2001,
  author  = {Hansen, Lars P. and Sargent, Thomas J.},
  title   = {Robust Control and Model Uncertainty},
  journal = {American Economic Review},
  year    = {2001},
  volume  = {91},
  number  = {2},
  pages   = {60--66},
}

@Article{Hansen.2001a,
  author  = {Hansen, Lars Peter and Sargent, Thomas J},
  title   = {Acknowledging Misspecification in Macroeconomic Theory},
  journal = {Review of Economic Dynamics},
  year    = {2001},
  volume  = {4},
  pages   = {519--535},
}

@Article{Hansen.1980,
  author  = {Hansen, Lars P and Sargent, Thomas J},
  title   = {Formulating and Estimating Dynamic Linear Rational Expectations Models},
  journal = {Journal of Economic Dynamics and Control},
  year    = {1980},
  volume  = {2},
  number  = {2},
  pages   = {7--46},
}

@Article{Hansen.1999,
  author  = {Hansen, Lars Peter and Sargent, Thomas J and Tallarini, Thomas D},
  title   = {Robust Permanent Income and Pricing},
  journal = {Review of Economic Studies},
  year    = {1999},
  volume  = {66},
  number  = {4},
  pages   = {873--907},
}

@Article{Hansen.2006,
  author  = {Hansen, Lars Peter and Sargent, Thomas J. and Turmuhambetova, Gauhar and Williams, Noah},
  title   = {Robust Control and Model Misspecification},
  journal = {Journal of Economic Theory},
  year    = {2006},
  volume  = {128},
  number  = {1},
  pages   = {45--90},
}

@Book{Hansen.1981,
  Title                    = {Rational Expectations and Econometric Practice},
  Author                   = {Hansen, Lars P and Singelton, Kenneth},
  Publisher                = {University of Minnesota Press},
  Year                     = {1981},

  Address                  = {Minneapolis, MN}
}

@Article{Hanushek.1986,
  author  = {Hanushek, Eric A},
  title   = {The Economics of Schooling: Production and Efficiency in Public Schools},
  journal = {Journal of Economic Literature},
  year    = {1986},
  volume  = {24},
  number  = {3},
  pages   = {1141--1177},
}

@Book{Harberger.2002,
  Title                    = {Cost-Benefit Analysis},
  Author                   = {Harberger, Arnold C and Jenkins, Glenn P},
  Publisher                = {Edward Elgar Publishers},
  Year                     = {2002},

  Address                  = {Northampton, MA}
}

@Article{Harenberg.2019,
  author  = {Harenberg, Daniel and Marelli, Stefano and Sudret, Bruno and Winschel, Viktor},
  title   = {Uncertainty quantification and global sensitivity analysis for economic models},
  journal = {Quantitative Economics},
  year    = {2019},
  volume  = {10},
  number  = {1},
  pages   = {1--41},
}

@Article{Harmon.2003,
  author    = {Colm Harmon and Hessel Oosterbeek and Ian Walker},
  title     = {The Returns to Education: Microeconomics},
  journal   = {Journal of Economic Surveys},
  year      = {2003},
  volume    = {17},
  pages     = {115-155},
  owner     = {peisenha},
  timestamp = {2017.02.10},
}

@Book{Harris.1998,
  Title                    = {The Nurture Assumption},
  Author                   = {Harris, Judith R},
  Publisher                = {The Free Press},
  Year                     = {1998},

  Address                  = {New York City, NY}
}

@Article{Harris.1995,
  author  = {Harris, Judith R},
  title   = {Where is the Child Environment? {A} Group Socialisation Theory of Development},
  journal = {Psychological Review},
  year    = {1995},
  volume  = {102},
  pages   = {458--489},
}

@Article{Harris.1982,
  author  = {Harris, Milton and Holmstrom, Bengt},
  title   = {A Theory of Wage Dynamics},
  journal = {Review of Economics and Statistics},
  year    = {1982},
  volume  = {49},
  number  = {3},
  pages   = {315--333},
}

@Book{Hart.1995,
  Title                    = {Meaningful Differences in the Everyday Experience of Young American Children},
  Author                   = {Hart, Betty and Risley, Todd R},
  Publisher                = {P. H. Brookes},
  Year                     = {1995},

  Address                  = {Baltimore, MD}
}

@Article{Hart.1992,
  author  = {Hart, Betty and Risley, Todd R},
  title   = {American Parenting of Language-Learning Children: Persisting Differences in Family-Child Interactions Observed in Natural Home Environments},
  journal = {Developmental Psychology},
  year    = {1992},
  volume  = {28},
  number  = {6},
  pages   = {1096--1105},
}

@Article{Hartog.2013,
  author    = {Hartog, Joop and Diaz-Serrano, Luis},
  title     = {Schooling as a risky investment: A survey of theory and evidence},
  journal   = {Foundations and Trends in Microeconomics},
  year      = {2013},
  volume    = {9},
  number    = {3--4},
  pages     = {159--331},
  editor    = {W. Kip Viscusi},
  publisher = {Now Publishers, Inc.},
}

@Article{Hartog.1998,
  author  = {Hartog, Joop and {Oosterbeekm Hessel}},
  title   = {Health, Wealth, and Happiness; Why Pursue a Higher Education},
  journal = {Economics of Education Review},
  year    = {1998},
  volume  = {17},
  number  = {3},
  pages   = {245--256},
}

@Book{Harvey.1989,
  Title                    = {Forecasting, Structural Time Series Models and the Kalman Filter},
  Author                   = {Harvey, Andrew C},
  Publisher                = {Cambridge University Press},
  Year                     = {1989},

  Address                  = {Cambridge, MA}
}

@Book{Hashimoto.2013,
  title     = {Vagrant: Up and Running},
  publisher = {O'Reilly Media},
  year      = {2013},
  author    = {Hashimoto, Mitchell},
  address   = {Sebastopol, CA},
}

@Book{Haskins.2009,
  Title                    = {Creating an Opportunity Society},
  Author                   = {Haskins, Ron and Sawhill, Isabel},
  Publisher                = {The Brookings Institution},
  Year                     = {2009},

  Address                  = {Washington, D.C}
}

@Article{Hatfield.2012,
  author  = {Hatfield, John William and Kojima, Fuhito and Narita, Yusuke},
  title   = {Promoting School Competition Through School Choice: A Market Design Approach},
  journal = {Unpublished Manuscript},
  year    = {2012},
}

@Article{Hatfield.2005,
  author  = {Hatfield, John William and Milgrom, Paul},
  title   = {Matching with Contracts},
  journal = {American Economic Journal},
  year    = {2005},
  volume  = {95},
  number  = {4},
  pages   = {913--935},
}

@Article{Hausman.1978,
  author  = {Hausman, J A},
  title   = {Specification Tests in Econometrics},
  journal = {Econometrica},
  year    = {1978},
  volume  = {46},
  number  = {6},
  pages   = {1251--1271},
}

@Article{Haveman.1995,
  author  = {Haveman, Robert and Wolfe, Barbara},
  title   = {The Determinants of Children's Attainments: A Review of Methods and Findings},
  journal = {Journal of Economic Literature},
  year    = {1995},
  volume  = {33},
  number  = {4},
  pages   = {1829--1878},
}

@Book{Haveman.1994,
  Title                    = {Succeding Generations: On the Effects of Investment in Children},
  Author                   = {Haveman, Robert and Wolfe, Barbara},
  Publisher                = {Russel Sage Foundation},
  Year                     = {1994},

  Address                  = {New York City, NY}
}

@Article{Haveman.1993,
  author  = {Haveman, Robert and Wolfe, Barbara},
  title   = {Children''s Prospects and Children's Policy},
  journal = {The Journal of Economic Perspectives},
  year    = {1993},
  volume  = {7},
  number  = {4},
  pages   = {153--174},
}

@Article{Haveman.1991,
  author  = {Haveman, Robert and Wolfe, Barbara and Spaulding, James},
  title   = {Child Events and Circumstances Affecting High School Completion},
  journal = {Demography},
  year    = {1991},
  volume  = {28},
  number  = {1},
  pages   = {133--158},
}

@Article{Hayashi.2008,
  author  = {Hayashi, Takashi},
  title   = {Regret Aversion and Opportunity Dependence},
  journal = {Journal of Economic Theory},
  year    = {2008},
  volume  = {139},
  number  = {1},
  pages   = {242--268},
}

@Article{Head.2013,
  author    = {Keith Head},
  title     = {Skewed and Extreme: Useful distributions for economic heterogeneity},
  journal   = {Unpublished Manuscript},
  year      = {2013},
  owner     = {peisenha},
  timestamp = {2018.04.28},
}

@Article{Heal.2014,
  author  = {Heal, Geoffrey and Millner, Antony},
  title   = {Reflections: Uncertainty and decision making in climate change economics},
  journal = {Review of Environmental Economics and Policy},
  year    = {2014},
  volume  = {8},
  number  = {1},
  pages   = {120--137},
}

@Book{DietaryGuidelines.2005,
  Title                    = {Dietry Guidelines for Americans, 2005},
  Author                   = {U.S. Department of Health and Human Services and U.S. Department of Agriculture},
  Publisher                = {Government Printing Office},
  Year                     = {2005},

  Address                  = {Washington, D.C}
}

@TechReport{Westat.2010a,
  Title                    = {Head Start Impact Study. Final Report},
  Author                   = {of Health, U S Department and Human Services, Administration for Children and Families},
  Year                     = {2010},

  Address                  = {Washington, D.C.}
}

@TechReport{Westat.2010b,
  Title                    = {Head Start Impact Study. Technical Report},
  Author                   = {of Health, U S Department and Human Services, Administration for Children and Families},
  Year                     = {2010},

  Address                  = {Washington, D.C.}
}

@InCollection{Heckman.1990c,
  Title                    = {Selection bias and self-selection},
  Author                   = {Heckman, James J},
  Booktitle                = {Econometrics},
  Publisher                = {Palgrave Macmillan},
  Year                     = {1990},

  Address                  = {London},
  Editor                   = {Eatwell, John and Milgate, Murray and Newman, Peter},
  Pages                    = {201--224},
  Series                   = {The New Palgrave Economics Collection}
}

@InCollection{Heckman.1992,
  Title                    = {Randomization and Social Policy Evaluation},
  Author                   = {Heckman, James J},
  Booktitle                = {Evaluating Welfare and Training Programs},
  Publisher                = {Harvard University Press},
  Year                     = {1992},

  Address                  = {Cambridge, MA},
  Editor                   = {Manski, Charles F. and Garfinkel, Irwin},
  Pages                    = {201--230}
}

@InCollection{Heckman.1981,
  Title                    = {Statistical Models for Discrete Panel Data},
  Author                   = {Heckman, James J},
  Booktitle                = {Structural Analysis of Discrete Data with Econometric Application},
  Publisher                = {MIT Press},
  Year                     = {1981},

  Address                  = {Chicago, IL},
  Editor                   = {Manski, Charles F. and McFadden, Daniel},
  Pages                    = {114--178}
}

@InCollection{Heckman.1981b,
  Title                    = {Heterogeneity and State Dependence},
  Author                   = {Heckman, James J},
  Booktitle                = {Studies in Labor Markets},
  Publisher                = {University of Chicago Press},
  Year                     = {1981},
  Editor                   = {Rosen, Sherwin},
  Pages                    = {91--140}
}

@InCollection{Heckman.1980,
  Title                    = {Addendum to Sample Selection Bias as a Specification Error},
  Author                   = {Heckman, James J},
  Booktitle                = {Evaluation Studies Review Annual},
  Publisher                = {Sage Publications},
  Year                     = {1980},

  Address                  = {Beverly Hills, CA},
  Editor                   = {Stromsdorfer, S and Farkas, George},
  Volume                   = {5}
}

@Article{Heckman2011,
  author  = {Heckman, James J},
  title   = {The Decline of the American Family in Black and White: A Post-Racial Argument for Improving Skills to Promote Equality},
  journal = {Working Paper},
  year    = {2011},
}

@Article{Heckman.2010b,
  author  = {Heckman, James J},
  title   = {The Principles Underlying Evaluation Estimators with an Application to Matching},
  journal = {Annales de Economique et de Statistique},
  year    = {2010},
  volume  = {91-91},
}

@Article{Heckman.2010d,
  author  = {Heckman, James J},
  title   = {Building Bridges Between Structural and Program Evaluation Approaches to Evaluating Policies},
  journal = {Journal of Economic Literature},
  year    = {2010},
  volume  = {48},
  number  = {2},
  pages   = {356--398},
}

@Article{Heckman.2008a,
  author  = {Heckman, James J},
  title   = {Econometric Causality},
  journal = {International Statistical Review},
  year    = {2008},
  volume  = {76},
  number  = {1},
  pages   = {1--27},
  issn    = {0306-7734},
}

@Article{Heckman.2008d,
  author  = {Heckman, James J},
  title   = {The Economics and Psychology of Inequality and Human Development},
  journal = {Working Paper},
  year    = {2008},
  volume  = {The Univer},
}

@Article{Heckman.2008b,
  author   = {Heckman, James J},
  title    = {Schools, Skills, and Synapses},
  issn     = {0095-2583},
  number   = {3},
  pages    = {289},
  volume   = {46},
  abstract = {This paper discusses (a) the role of cognitive and noncognitive ability in shaping adult outcomes, (b) the early emergence of differentials in abilities between children of advantaged families and children of disadvantaged families, (c) the role of families in creating these abilities, (d) adverse trends in American families, and (e) the effectiveness of early interventions in offsetting these trends. Practical issues in the design and implementation of early childhood programs are discussed.},
  journal  = {Economic Inquiry},
  keywords = {Children, Economics of Education, Labor Studies},
  pmid     = {20119503},
  year     = {2008},
}

@Article{Heckman.2007,
  author   = {Heckman, James J},
  title    = {The economics, technology, and neuroscience of human capability formation},
  issn     = {0027-8424},
  number   = {33},
  pages    = {13250--13255},
  volume   = {104},
  abstract = {This article begins the synthesis of two currently unrelated literatures: the human capital approach to health economics and the economics of cognitive and noncognitive skill formation. A lifecycle investment framework is the foundation for understanding the origins of human inequality and for devising policies to reduce it.},
  journal  = {Proceedings of the National Academy of Sciences of the United States of America},
  keywords = {Economics, Humans, Neurosciences},
  month    = {aug},
  pmid     = {17686985},
  year     = {2007},
}

@Article{Heckman.2005,
  author = {Heckman, James J},
  title  = {THE GED, Center for Social Program Evaluation},
  year   = {2005},
}

@Article{Heckman.2005b,
  author  = {Heckman, James J},
  title   = {Lessons from the Technology of Skil Formation},
  journal = {NBER Working Paper},
  year    = {2005},
  volume  = {11142},
}

@Article{Heckman.2001g,
  author  = {Heckman, James J},
  title   = {Micro Data, Heterogeneity, and the Evaluation of Public Policy: Nobel Lecture},
  journal = {Journal of Political Economy},
  year    = {2001},
  volume  = {109},
  number  = {4},
  pages   = {673--748},
}

@Article{Heckman.2000a,
  author  = {Heckman, James J},
  title   = {Causal Parameters and Policy Analysis in Economics: A Twentieth Century Retrospective},
  journal = {The Quarterly Journal of Economics},
  year    = {2000},
  volume  = {115},
  pages   = {45--97},
}

@Article{Heckman.2000b,
  author  = {Heckman, James J},
  title   = {Policies to Foster Human Capital},
  journal = {Research in Economics},
  year    = {2000},
  volume  = {54},
  number  = {1},
  pages   = {3--56},
}

@Article{Heckman.1998,
  author  = {Heckman, James J.},
  title   = {Explaining Rising Wage Inequality: Explorations with a Dynamic General Equilibrium Model of Labor Earnings with Heterogeneous Agents},
  journal = {Review of Economic Dynamics},
  year    = {1998},
  volume  = {1},
  number  = {1},
  pages   = {1--58},
  issn    = {10942025},
}

@Article{Heckman.1997b,
  author  = {Heckman, James J},
  title   = {Instrumental Variables: A Study of Implicit Behavioral Assumptions Used in Making Program Evaluations},
  journal = {The Journal of Human Resources},
  year    = {1997},
  volume  = {32},
  number  = {3},
  pages   = {441--462},
}

@Article{Heckman.1995,
  author  = {Heckman, James J},
  title   = {Instrumental Variables: A Cautionary Tale},
  journal = {NBER Technical Working Paper},
  year    = {1995},
  number  = {185},
}

@Article{Heckman.2005c,
  author  = {Heckman, James J},
  title   = {Lessons from the Bell Curve},
  journal = {Journal of Political Economy},
  year    = {1995},
  volume  = {103},
  number  = {5},
  pages   = {1091--1120},
}

@Article{Heckman.1990b,
  author  = {Heckman, James J.},
  title   = {Varieties of Selection Bias},
  journal = {American Economic Review},
  year    = {1990},
  volume  = {80},
  number  = {2},
  pages   = {313--318},
}

@Article{Heckman.1984,
  author  = {Heckman, James J},
  title   = {The $\chi^2$ goodness of Fit Statistics for Models with Parameters Estimated from Microdata},
  number  = {6},
  pages   = {1543--1547},
  volume  = {52},
  journal = {Econometrica},
  year    = {1984},
}

@Article{Heckman.1979,
  author  = {Heckman, James J},
  title   = {Sample Selection Bias as a Specification Error},
  journal = {Econometrica},
  year    = {1979},
  volume  = {74},
  number  = {1},
  pages   = {153--161},
}

@Article{Heckman.1974,
  author  = {Heckman, James J},
  title   = {Shadow Prices, Market Wages, and Labor Supply},
  journal = {Econometrica},
  year    = {1974},
  volume  = {42},
  number  = {4},
  pages   = {679--694},
}

@Article{Heckman.1990,
  author  = {Heckman, James J and Honore, Bo E},
  title   = {The Empirical Content of the {R}oy Model},
  journal = {Econometrica},
  year    = {1990},
  volume  = {58},
  number  = {5},
  pages   = {1121--1149},
}

@Article{Heckman.1989,
  author  = {Heckman, James J and Hotz, Joseph V},
  title   = {Choosing Among Alternative Nonexperimental Methods For Estimating The Impact Of Social Programs: The Case Of Manpower Training},
  journal = {Journal of the American Statistical Association},
  year    = {1989},
  volume  = {84},
  number  = {408},
  pages   = {862--874},
}

@Article{Heckman.1999h,
  author  = {Heckman, James J and Hsee, Jingjing and Rubinstein, Yona},
  title   = {The GED is a Mixed Signal},
  journal = {Working Paper},
  year    = {1999},
  volume  = {The Univer},
}

@Article{Heckman.2001b,
  author  = {Heckman, James J and Hsse, Jingjing},
  title   = {The GED is a ''Mixed Signal'': The Effect of Cognitive and Noncognitive Skills on Human Capital and Labor Market Outcomes},
  journal = {Working Paper},
  year    = {2001},
  volume  = {The Univer},
}

@Book{Heckman.2014,
  Title                    = {The Myth of Achievement Tests: The GED and the Role of Character in American Life},
  Author                   = {Heckman, James J and Humphries, J E and Kautz, T},
  Publisher                = {University of Chicago Press},
  Year                     = {2014}
}

@Article{Heckman.2011,
  author  = {Heckman, James J and Humphries, John Eric and Urzua, S and Veramendi, Gregory},
  title   = {The Effects of Schooling on Labor Market and Health Outcomes},
  journal = {Wo},
  year    = {2011},
}

@TechReport{Veramendi.2014,
  Title                    = {Education, Health and Wages},
  Author                   = {Heckman, James J and Humphries, John Eric and Veramendi, Greg and Urzua, Sergio},
  Institution              = {National Bureau of Economic Research},
  Year                     = {2014},
  Number                   = {19971},
  Type                     = {Working Paper},

  Series                   = {Working Paper Series}
}

@Article{Heckman.1998c,
  author  = {Heckman, James J and Ichimura, Hidehiko and Smith, Jeffrey and Todd, Petra E},
  title   = {Characterizing Selection Bias Using Experimental Data},
  journal = {Econometrica},
  year    = {1998},
  volume  = {66},
  number  = {5},
  pages   = {1017--1098},
}

@Article{Heckman.1997a,
  author  = {Heckman, James J and Ichimura, H and Todd, Petra E},
  title   = {Matching as an Econometric Evaluation Estimator},
  journal = {Review of Economic Studies},
  year    = {1997},
  volume  = {65},
  number  = {2},
  pages   = {261--294},
}

@Article{Heckman.2010,
  author  = {Heckman, James J and Jacobs, Bas},
  title   = {Policies to Create and Destroy Human Capital in Europe},
  journal = {NBER Working Paper},
  year    = {2010},
}

@Article{Heckman.2017,
  author  = {Heckman, James J and Karapakula, Ganesh and Pantano, Juan},
  title   = {Intergenerational Effects of the {P}erry {P}reschool {P}roject},
  journal = {Unpublished Manuscript},
  year    = {2017},
}

@Article{Heckman.2013,
  author  = {Heckman, James J and Kautz, Tim},
  title   = {Chapter 9 Fostering and Measuring Skills Interventions that Improve Character and Cognition},
  journal = {Unpublished Manuscript},
  year    = {2013},
}

@InCollection{Heckman.2014b,
  Title                    = {Fostering and Measuring Skills Interventions That Improve Character and Cognition},
  Author                   = {Heckman, James J and Kautz, Tim},
  Booktitle                = {The Myth of Achievement Tests: The GED and the Role of Character in American Life},
  Publisher                = {University of Chicago Press},
  Year                     = {2013}
}

@Article{Heckman.2008c,
  author  = {Heckman, James J and LaFontaine, Paul A},
  title   = {Testing the Test: What the GED Reveals and Conceals},
  journal = {Working Paper},
  year    = {2008},
  volume  = {The Univer},
}

@Article{Heckman.2006c,
  author  = {Heckman, James J and LaFontaine, Paul A},
  title   = {Bias Corrected Estimates of GED Returns},
  journal = {Journal of Labor Economics},
  year    = {2006},
  volume  = {24},
  number  = {3},
  pages   = {661--700},
}

@InCollection{Heckman.1999b,
  Title                    = {The Economics and Econometrics of Active Labor Market Programs},
  Author                   = {Heckman, James J and LaLonde, Robert and Smith, Jeffrey},
  Booktitle                = {Handbook of Labor Economics},
  Publisher                = {North-Holland Publishing Company},
  Year                     = {1999},

  Address                  = {Amsterdam, Netherlands},
  Editor                   = {Ashenfelter, Orley and Card, David},
  Pages                    = {1865--2073},
  Volume                   = {3A}
}

@techreport{Heckman.2003n,
	author = {Heckman, James J and Lochner, Lance J and Todd, Petra E},
	title = {Fifty Years of Mincer Earnings Regressions},
	institution = {National Bureau of Economic Research},
	type = {Working Paper},
	series = {Working Paper Series},
	number = {9732},
	year = {2003},
	doi = {10.3386/w9732},
}

@Article{Heckman.2004,
  author  = {Heckman, James J and Larenas, Maria and los Santos, Babur},
  title   = {Explaining the Gap in Achievement Test Scores for Blacks, Hispanics and Whites},
  journal = {Working Paper},
  year    = {2004},
  volume  = {The Univer},
}

@Article{Heckman.2004b,
  author  = {Heckman, James J and Larenas, Mario I and Urzua, Sergio},
  title   = {Accounting for the Effect of Schooling and Abilities in the Analysis of Racial and Ethnic Disparities in Achievement Test Scores},
  journal = {Working Paper},
  year    = {2004},
  volume  = {The Univer},
}

@Article{Heckman.1999,
  author  = {Heckman, James J and Lochner, Lance J and Taber, Christopher},
  title   = {Human Capital Formation and General Equilibirum Treatment Effects: A Study of Tax and Tuition Policy},
  journal = {Fiscal Studies},
  year    = {1999},
  volume  = {20},
  number  = {1},
  pages   = {25--40},
}

@InCollection{Heckman.2006a,
  author    = {Heckman, James J and Lochner, Lance J and Todd, Petra E},
  title     = {Earnings Functions, Rates of Return and Treatment Effects: The {M}incer Equation and Beyond},
  booktitle = {Handbook of the Economics of Education},
  publisher = {North-Holland Publishing Company},
  year      = {2006},
  editor    = {Hanushek, Eric A and Welch, Finis},
  volume    = {1},
  pages     = {307--458},
  address   = {Amsterdam, Netherlands},
}

@Article{Heckman.2008g,
  author    = {Heckman, James J and Lochner, Lance J and Todd, Petra E},
  title     = {Earnings Functions and Rates of Return},
  journal   = {Journal of Human Capital},
  year      = {2008},
  volume    = {2},
  number    = {1},
  pages     = {1--31},
  owner     = {peisenha},
  timestamp = {2017.02.10},
}

@Article{Heckman.2004a,
  author  = {Heckman, James J and Lochner, L. J. and Todd, P. E.},
  title   = {Earnings functions and rates of return: the {M}incer equation and beyond},
  journal = {University of Chicago},
  year    = {2004},
  pages   = {Unpublished manuscript},
}

@Article{Heckman.2011a,
  author  = {Heckman, James J and Lopes, Hedibert and Piatek, Remi},
  title   = {Treatment Effects: A Bayesian Perspective},
  journal = {Econometric Reviews},
  year    = {2012},
  volume  = {forthcomin},
}

@Article{Heckman.2007d,
  author  = {Heckman, James J and Masterov, Dimitriy V},
  title   = {The Productivity Argument for Investing in Young Children},
  journal = {Review of Agricultural Economics},
  year    = {2007},
  volume  = {29},
  number  = {3},
  pages   = {446--493},
}

@InCollection{Heckman.2010l,
  Title                    = {A new cost-benefit and rate of return analysis for the {P}erry {P}reschool {P}rogram: A summary},
  Author                   = {Heckman, James J and Moon, Seong Hyeok and Pinto, Rodrigo and Savelyev, Peter and Yavitz, Adam},
  Booktitle                = {Cost-Effective Programs in ChildrenÂ’s First Decade: A Human Capital Integration},
  Publisher                = {Cambridge University Press},
  Year                     = {2010},

  Address                  = {New York City, NY},
  Editor                   = {Reynolds, Arthur and Rolnick, Arthur and Englund, Michelle and Temple, Judy A.},
  Pages                    = {366--380}
}

@Article{Heckman.2010j,
  author  = {Heckman, James J and Moon, Soeng Hyoek and Pinto, Rodrigo and Savelyev, Peter and Yavitz, Adam},
  title   = {The Rate of Return of the {H}igh{S}cope {P}erry {P}reschool {P}rogram},
  journal = {Journal of Public Economics},
  year    = {2010},
  volume  = {94},
  number  = {1},
  pages   = {114--128},
}

@Article{Heckman.2010k,
  author  = {Heckman, James J and Moon, Seong Hyeok and Pinto, Rodrigo and Savelyev, Peter and Yavitz, Adam},
  title   = {Analyzing social experiments as implemented: A reexamination of the evidence from the {H}igh{S}cope {P}erry {P}reschool {P}rogram},
  journal = {Quantitative Economics},
  year    = {2010},
  volume  = {1},
  number  = {1},
  pages   = {1--46},
}

@Article{Heckman.2014c,
  author  = {Heckman, James J and Mosso, Stefano},
  title   = {The Economics of Human Development and Social Mobility},
  journal = {Annual Review of Economics},
  year    = {2014},
  volume  = {6},
  number  = {1},
  pages   = {689--733},
}

{Heckman.2007c,
  author   = {Heckman, James J and Navarro, S},
  title    = {Dynamic Discrete Choice and Dynamic Treatment Effects},
  journal  = {Journal of Econometrics},
  year     = {2007},
  volume   = {136},
  number   = {2},
  pages    = {341--396},
  issn     = {03044076},
  %url     = {http://linkinghub.elsevier.com/retrieve/pii/S0304407605002186},
  doi      = {10.1016/j.jeconom.2005.11.002},
  keywords = {dynamic discrete choice,dynamic treatment effects},
}

@Article{Heckman.2004c,
  author  = {Heckman, James J and Navarro, Salvador},
  title   = {Using Matching, Instrumental Variables, and Control Functions to Estimate Economic Choice Models},
  journal = {Review of Economics and Statistics},
  year    = {2004},
  volume  = {86},
  number  = {1},
  pages   = {30--57},
}

@Article{Navarro.2004,
  author  = {Heckman, James J and Navarro-Lozano, Salvador},
  title   = {Using Matching, Instrumental Variables, and Control Functions to Estimate Economic Choice Models},
  journal = {Review of Economics and Statistics},
  year    = {2004},
  volume  = {86},
  number  = {1},
  pages   = {30--57},
}

@Article{Heckman.2013a,
  author  = {Heckman, James J and Pinto, Rodrigo and Savelyev, Peter},
  title   = {{\{}Understanding the Mechanisms Through Which an Influential Early Childhood Program Boosted Adult Outcomes{\}}},
  journal = {American Economic Review},
  year    = {2013},
  volume  = {103},
  number  = {6},
  pages   = {2052--2086},
}

@Article{Heckman.2011b,
  author  = {Heckman, James J and Pinto, Rodrigo and Shaikh, Azeem M. and Yavitz, Adam},
  title   = {Inference with Imperfect Randomization: The Case of the {P}erry {P}reschool {P}rogram},
  journal = {NBER Working Paper},
  year    = {2011},
  volume  = {16935},
}

@Article{Heckman.2013b,
  author  = {Heckman, James J and Raut, Lakshmi K},
  title   = {Intergenerational Long Term Effects of Preschool-Structural Estimates from a Discrete Dynamic Programming Model},
  journal = {National Bureau of Economic Research Working Paper},
  year    = {2013},
  volume  = {19077},
}

@InCollection{Heckman.1985b,
  Title                    = {Alteranative Methods for Evaluating the Impact of Interventions},
  Author                   = {Heckman, James J and Robb, Richard},
  Booktitle                = {Longitudinal Analysis of Labor Market Data},
  Publisher                = {Cambridge University Press},
  Year                     = {1985},

  Address                  = {Cambridge, MA},
  Editor                   = {Heckman, James J and Singer, Burton},
  Pages                    = {156--245}
}

@InCollection{Heckman.1986,
  Title                    = {Alternative Methods for Solving the Problem of Self-Selection Bias in Evaluating the Impact of Treatments on Outcomes},
  Author                   = {Heckman, James J and Robb, Richard},
  Booktitle                = {Drawing Inference from Self-Selected Samples},
  Publisher                = {Springer},
  Year                     = {1986},

  Address                  = {New York City, NY},
  Editor                   = {Wainer, H},
  Pages                    = {11--114}
}

@Article{Heckman.2001,
  author  = {Heckman, James J and Rubinstein, Yona},
  title   = {The Importance of Noncognitive Skills: Lessons from the GED Testing Program},
  journal = {American Economic Review},
  year    = {2001},
  volume  = {91},
  number  = {2},
  pages   = {145--149},
}

@Article{Heckman.2015,
  author   = {Heckman, James J. and Sattinger, Michael},
  title    = {Introduction to The Distribution of Earnings and of Individual Output, by A.D. Roy},
  journal  = {The Economic Journal},
  year     = {2015},
  volume   = {125},
  number   = {583},
  pages    = {378-402},
  abstract = {This article summarises the lasting contribution of Roy's (1950) fundamental paper.},
  eprint   = {https://onlinelibrary.wiley.com/doi/pdf/10.1111/ecoj.12226},
}

@Article{Heckman.2010e,
  author  = {Heckman, James J and Schennach, Susanne and Williams, Benjamin},
  title   = {Matching with Error-Laden Covariates},
  journal = {Unpublished Manuscript},
  year    = {2010},
}

@Article{Heckman.2010c,
  author  = {Heckman, James J and Schmierer, D},
  title   = {Tests of Hypotheses Araising in the Correlated Random Coefficients Model},
  journal = {Economic Modelling},
  year    = {2010},
  volume  = {27},
  number  = {6},
  pages   = {1353--1367},
}

@Article{Schmierer.2010,
  author    = {Heckman, James J and Schmierer, Daniel and Urzua, Sergio},
  title     = {Testing the Correlated Random Coefficient Model.},
  journal   = {Journal of Econometrics},
  year      = {2010},
  volume    = {158},
  number    = {2},
  pages     = {177--203},
  issn      = {0304-4076},
  abstract  = {The recent literature on instrumental variables (IV) features models in which agents sort into treatment status on the basis of gains from treatment as well as on baseline-pretreatment levels. Components of the gains known to the agents and acted on by them may not be known by the observing economist. Such models are called correlated random coe cient models. Sorting on unobserved components of gains complicates the interpretation of what IV estimates. This paper examines testable implications of the hypothesis that agents do not sort into treatment based on gains. In it, we develop new tests to gauge the empirical relevance of the correlated random coe cient model to examine whether the additional complications associated with it are required. We examine the power of the proposed tests. We derive a new representation of the variance of the instrumental variable estimator for the correlated random coefficient model. We apply the methods in this paper to the prototypical empirical problem of estimating the return to schooling and nd evidence of sorting into schooling based on unobserved components of gains.},
  address   = {Amsterdam, NL},
  pmid      = {21057649},
  publisher = {Elsevier Science},
}

@Article{Heckman.1985a,
  author  = {Heckman, James J and Sedlacek, Guilherme},
  title   = {Heterogeneity, Aggregation, and Market Wage Functions: An Empirical Model of Self-selection in the Labor Market},
  journal = {Journal of Political Economy},
  year    = {1985},
  volume  = {93},
  number  = {6},
  pages   = {1077--1125},
}

@InCollection{Heckman.1998b,
  author    = {Heckman, James J and Smith, Jeffrey},
  title     = {Evaluation the Welfare State: The Ragnar Frisch Centennial Symposium},
  booktitle = {Econometrics and Economic Theory in the 20th Century},
  year      = {1998},
  editor    = {Strom, Steinar},
  publisher = {Cambridge University Press},
  pages     = {241--318},
  address   = {Cambridge, United Kingdom},
}

@Article{Heckman.1995a,
  author  = {Heckman, James J and Smith, Jeffrey A},
  title   = {Assessing the Case for Social Experiments},
  journal = {The Journal of Economic Perspectives},
  year    = {1995},
  volume  = {9},
  number  = {2},
  pages   = {85--110},
}

@Article{Heckman.1997,
  author  = {Heckman, James J and Smith, Jeffrey and Clements, Nancy},
  title   = {Making the Most Out of Programme Evaluations and Social Experiments: Accounting for Heterogeneity in Programme Impacts},
  journal = {Review of Economic Studies},
  year    = {1997},
  volume  = {64},
  number  = {4},
  pages   = {487--535},
}

@Article{Heckman.2006b,
  author  = {Heckman, James J and Stixrud, Jora and Urzua, Sergio},
  title   = {The Effects of Cognitive and Noncognitive Abilities on Labor Market Outcomes and Social Behavior},
  journal = {Journal of Labor Economics},
  year    = {2006},
  volume  = {24},
  number  = {3},
  pages   = {411--482},
}

@InCollection{Heckman.2010h,
  Title                    = {Roy model},
  Author                   = {Heckman, James J and Taber, C.},
  Booktitle                = {Microeconometrics},
  Publisher                = {Palgrave Macmillan},
  Year                     = {2010},

  Address                  = {London},
  Editor                   = {Blume, L. E. and Durlauf, S. N.},
  Pages                    = {221--228},
  Series                   = {The New Palgrave Economics Collection}
}

@Article{Heckman.2010f,
  author  = {Heckman, James J and Tumen, Semih and Urzua, Sergio and Yates, George},
  title   = {Option Values},
  journal = {Working Paper},
  year    = {2010},
}

@Article{Heckman.2009t,
  author   = {Heckman, James J and Urz{\'{u}}a, Sergio},
  title    = {Comparing IV With Structural Models: What Simple IV Can and Cannot Identify.},
  journal  = {Journal of Econometrics},
  year     = {2010},
  volume   = {156},
  number   = {1},
  pages    = {27--37},
  issn     = {0304-4076},
  abstract = {This paper compares the economic questions addressed by instrumental variables estimators with those addressed by structural approaches. We discuss Marschak's Maxim: estimators should be selected on the basis of their ability to answer well-posed economic problems with minimal assumptions. A key identifying assumption that allows structural methods to be more informative than IV can be tested with data and does not have to be imposed.},
  keywords = {Technical Working Papers},
  pmid     = {20440375},
}

@Article{Heckman.2010g,
  author  = {Heckman, James J and Urzua, S and Vytlacil, E},
  title   = {Instrumental Variables in Models with Multiple Outcomes: The General Unordered Case},
  journal = {Annals d' Economie et de Statistique},
  year    = {2010},
  pages   = {forthcoming},
}

@Article{Heckman.2006,
  author  = {Heckman, James J and Urzua, Sergio and Vytlacil, Edward J},
  title   = {Online Documentation: Understanding Instrumental Variables in Models with Essential Heterogeneity},
  journal = {Working Paper},
  year    = {2006},
}

@Article{Heckman.2006d,
  author  = {Heckman, James J and Urzua, Sergio and Vytlacil, Edward J},
  title   = {Understanding Instrumental Variables in Models with Essential Heterogeneity},
  journal = {Review of Economics and Statistics},
  year    = {2006},
  volume  = {88},
  number  = {3},
  pages   = {389--432},
}

@InCollection{Heckman.2007e,
  Title                    = {Econometric Evaluation of Social Programs, Part {I}: Causal Effects, Structural Models and Econometric Policy Evaluation},
  Author                   = {Heckman, James J and Vytlacil, Edward J},
  Booktitle                = {Handbook of Econometrics},
  Publisher                = {Elsevier Science},
  Year                     = {2007},

  Address                  = {Amsterdam, Netherlands},
  Editor                   = {Heckman, James J and Leamer, Edward E},
  Pages                    = {4779--4874},
  Volume                   = {6B}
}

@InCollection{Heckman.2007f,
  Title                    = {Econometric Evaluation of Social Programs, Part {II}: Using the Marginal Treatment Effect to Organize Alternative Economic Estimators to Evaluate Social Programs and to Forecast their Effects in New Environments},
  Author                   = {Heckman, James J and Vytlacil, Edward J},
  Booktitle                = {Handbook of Econometrics},
  Publisher                = {Elsevier Science},
  Year                     = {2007},

  Address                  = {Amsterdam, Netherlands},
  Editor                   = {Heckman, James J and Leamer, Edward E},
  Pages                    = {4875--5144},
  Volume                   = {6B}
}

@InCollection{Heckman.2001d,
  Title                    = {Local Instrumental Variables},
  Author                   = {Heckman, James J and Vytlacil, Edward J},
  Booktitle                = {Nonlinear Statistical Modeling: Proceedings of the Thirteenth International Symposium in Economic Theory and Econometrics: Essays in Honor of Takeshi Amemiya},
  Publisher                = {Cambridge University Press},
  Year                     = {2001},

  Address                  = {Cambridge, United Kingdom},
  Editor                   = {Hsiao, Cheng and Morimune, K and Powell, James},
  Pages                    = {1--46}
}

@InCollection{Heckman.2001t,
  Title                    = {Insturmental Variables, Selection Models, and Tight Bounds on the Average Treatment Effect},
  Author                   = {Heckman, James J and Vytlacil, Edward J},
  Booktitle                = {Econometric Evaluations of Active Labor Market Policies in Europe},
  Publisher                = {Physica Verlag},
  Year                     = {2001},

  Address                  = {Heidelberg, Germany},
  Editor                   = {Lechner, Michael and Pfeiffer, Friedhelm},
  Pages                    = {1--15}
}

@Article{Heckman.2005e,
  author  = {Heckman, James J and Vytlacil, Edward J},
  title   = {Structural Equations, Treatment Effects, and Econometric Policy Evaluation},
  journal = {Econometrica},
  year    = {2005},
  volume  = {73},
  number  = {3},
  pages   = {669--739},
}

@article{Heckman.2005f,
	title={Inequality in America: What Role for Human Capital Policies?},
	author={Heckman, James J and Krueger, Alan B and others},
	journal={MIT Press Books},
	volume={1},
	year={2005},
	publisher={The MIT Press}
}


@Article{Heckman.2001e,
  author  = {Heckman, James J and Vytlacil, Edward J.},
  title   = {Policy-Relvant Treatment Effects},
  journal = {American Economic Review},
  year    = {2001},
  volume  = {91},
  number  = {2},
  pages   = {107--111},
}

@Article{Heckman.2000,
  author  = {Heckman, James J and Vytlacil, Edward J},
  title   = {The Relationship Between Treatment Parameters within a Latent Variable Framework},
  journal = {Economic Letters},
  year    = {2000},
  volume  = {66},
  number  = {1},
  pages   = {33--39},
}

@Article{Heckman.1999c,
  author   = {Heckman, Ja J and Vytlacil, E J},
  title    = {Local Instrumental Variables and Latent Variable Models for Identifying and Bounding Treatment Effects.},
  issn     = {0027-8424},
  number   = {8},
  pages    = {4730--4734},
  volume   = {96},
  abstract = {This paper examines the relationship between various treatment parameters within a latent variable model when the effects of treatment depend on the recipient's observed and unobserved characteristics. We show how this relationship can be used to identify the treatment parameters when they are identified and to bound the parameters when they are not identified.},
  journal  = {Proceedings of the National Academy of Sciences of the United States of America},
  keywords = {Economic, Humans, Models, Observer Variation, Psychological, Statistical, Treatment Outcome},
  pmid     = {10200330},
  year     = {1999},
}

@Article{Heckman.1990a,
  author  = {Heckman, James J and Walker, James R},
  title   = {The Relationship Between Wages and Income and the Timing and Spacing of Birth: Evidence from Swedish Longitudinal Data},
  journal = {Econometrica},
  year    = {1990},
  volume  = {58},
  number  = {6},
  pages   = {1411--1441},
}

@Article{Hegazi2002,
  author   = {Hegazi, E and Hamdan, a},
  title    = {Estimation of crude oil grade using time-resolved fluorescence spectra.},
  journal  = {Talanta},
  year     = {2002},
  volume   = {56},
  number   = {6},
  pages    = {989--995},
  month    = {apr},
  issn     = {1873-3573},
  abstract = {Time-resolved fluorescence (TRF) spectra of six crude oils from the eastern province of Saudi Arabia were excited using a pulsed laser radiation at 250 nm and measured at specific time gates (TG) within the leading and trailing edges of the laser temporal pulse. The spectra showed the presence of a shoulder near 380 nm that systematically decreased in intensity from high-grade to low-grade crudes, and also from earlier to later TGs. The intensities of these shoulders are shown to be useful in estimating the grades of crude oils, particularly when the TRF spectra are measured at TGs within the leading edge of the laser temporal pulse. Contour diagrams depicting the shapes of the TRF spectra as function of TG (within the leading and trailing edges) are also presented to serve as true fingerprints of the crudes.},
  pmid     = {18968578},
}

@Article{Heineck.2008,
  author  = {Heineck, Guido and Anger, Silke},
  title   = {The Returns to Cognitive Abilities and Personality Traits in Germany},
  journal = {SOEPpapers},
  year    = {2008},
  volume  = {124},
}

@Article{Heineck.2007,
  author  = {Heineck, Guido and Riphahn, Regina T},
  title   = {Intergenerational Transmission of Educational Attainment in Germany: The Last Five Decades},
  journal = {IZA Discussion Paper},
  year    = {2007},
  volume  = {No. 2985},
}

@Article{Heiner.1983,
  author  = {Heiner, Ronald A-},
  title   = {The Origin of Predictable Behavior},
  journal = {American Economic Review},
  year    = {1983},
  volume  = {73},
  number  = {4},
  pages   = {560--595},
}

@Article{Heller.2017,
  author  = {Heller, Sara B. and Shah, Anuj K. and Guryan, Jonathan and Ludwig, Jens and Mullainathan, Sendhil and Pollack, Harold A.},
  title   = {Thinking, fast and slow? {Some} field experiments to reduce crime and dropout in {Chicago}},
  journal = {Quarterly Journal of Economics},
  year    = {2017},
  volume  = {132},
  number  = {1},
  pages   = {1--54},
}

@Article{Herbst.2012,
  author  = {Herbst, Chris M and Tekin, Erdal},
  title   = {Child Care Subsidies, Maternal Well-Being, and Child Parent Interactions: Evidence from Three Nationally Representative Datasets},
  journal = {NBER Working Paper},
  year    = {2012},
  volume  = {17774},
}

@Article{Herbst.2009,
  author  = {Herbst, Chris M and Tekin, Erdal},
  title   = {Child Care Subsidies and Childhood Obesity},
  journal = {NBER Working Paper},
  year    = {2009},
  volume  = {15007},
}

@Book{Herrnstein.1994,
  Title                    = {The Bell Curve: Intelligence and Class Structure in American Life},
  Author                   = {Herrnstein, Richard J and Murray, Charles A},
  Publisher                = {Free Press},
  Year                     = {1994},

  Address                  = {New York City, NY}
}

@InCollection{Hertz.2005,
  Title                    = {Rags, Riches, and Race: The Intergenerational Economic Mobiltiy of Black and White Families in the United States},
  Author                   = {Hertz, Tom},
  Booktitle                = {Unequal Chances: Family Background and Economic Success},
  Publisher                = {Princeton University Press},
  Year                     = {2005},

  Address                  = {Princeton, NJ},
  Editor                   = {Bowles, Samuel and Gintis, Herbert and Osborne-Groves, Melissa},
  Pages                    = {165--191}
}

@Article{Hey.2014,
  author  = {Hey, John D. and Pace, Noemi},
  title   = {The explanatory and predictive power of non two-stage-probability theories of decision making under ambiguity},
  journal = {Journal of Risk and Uncertainty},
  year    = {2014},
  volume  = {49},
  number  = {1},
  pages   = {1--29},
}

@Book{Heyman.2003,
  Title                    = {Stochastic Models in Operations Research, Vol. II: Stochastic Optimization},
  Author                   = {Heyman, Daniel P. and Sobel, Matthew J.},
  Publisher                = {Dover Publications},
  Year                     = {2003},

  Address                  = {Mineola}
}

@Book{Hilfen.2010,
  Title                    = {Fruehe Hilfen - Modellprojekte in den Laendern},
  Author                   = {Hilfen, Nationale Zentrum Fruehe},
  Publisher                = {Nationale Zentrum Fruehe Hilfen},
  Year                     = {2010}
}

@Article{Hirano.2009,
  author  = {Hirano, Keisuke and Porter, Jack R},
  title   = {Asymptotics for Statistical Treatment Rules},
  journal = {Econometrica},
  year    = {2009},
  volume  = {77},
  number  = {5},
  pages   = {1683--1701},
}

@Book{Hirshleifer.1970,
  Title                    = {Investment, Interest, and Capital (Prentice-Hall international series in management)},
  Author                   = {Jack Hirshleifer},
  Publisher                = {Prentice Hall},
  Year                     = {1970},

  Address                  = {New Jersey, NJ}
}

@Article{Hoderlein.2009,
  author  = {Hoderlein, Stefan and Mammen, Enno},
  title   = {Identification and Estimation of Local Average Derivatives in Non-Separable Models without Monotonicity},
  journal = {Econometrics Journal},
  year    = {2009},
  volume  = {12},
  pages   = {1--25},
}

@Article{Hoderlein.2007,
  author  = {Hoderlein, Stefan and Mammen, Enno},
  title   = {Identification of Marginal Effects in Nonseparable Models without Monotonicity},
  journal = {Econometrica},
  year    = {2007},
  volume  = {75},
  number  = {5},
  pages   = {1513--1518},
}

@Article{Hogan.2007,
  author    = {Vincent Hogan and Ian Walker},
  title     = {Education Choice under Uncertainty: Implications for Public Policy},
  journal   = {Labour Economics},
  year      = {2007},
  volume    = {14},
  pages     = {894-912},
  owner     = {peisenha},
  timestamp = {2017.02.13},
}

@Article{Hoge.1983,
  author  = {Hoge, Robert D},
  title   = {Psychometric Properties of Teacher-Judgement Measures of Pupil Aptitudes, Classroom Behaviros, and Achievement Levels},
  journal = {Journal of Special Education},
  year    = {1983},
  volume  = {17},
  number  = {4},
  pages   = {401--429},
}

@Article{Hoge.1989,
  author  = {Hoge, Robert D and Coladarci, Theodore},
  title   = {Teacher-Based Judgements of Academic Achievement: A Review of Literature},
  journal = {Review of Educational Research},
  year    = {1989},
  volume  = {59},
  number  = {3},
  pages   = {297--313},
}

@Article{Holgersson.1978,
  author  = {Holgersson, Margareta and Jorner, Ulf},
  title   = {Decomposition of a Mixture into Normal Components: A Review},
  journal = {International Journal of Bio-Medical Computing},
  year    = {1978},
  volume  = {9},
  number  = {5},
  pages   = {367--392},
}

@Article{Holland.1986,
  author  = {Holland, Paul W},
  title   = {Statistics and Causal Inference},
  journal = {Journal of the American Statistical Association},
  year    = {1986},
  volume  = {81},
  number  = {396},
  pages   = {945--960},
}

@Article{Holmund.2009,
  author  = {Holmund, Helena and Silva, Olmo},
  title   = {Targeting Non-Cognitive Skills to Improve Cognitive Outcomes: Evidence from a Remedial Education Intervention},
  journal = {IZA Discussion Paper},
  year    = {2009},
  volume  = {No. 4476},
}

@Article{Holt.2002,
  author  = {Holt, Charles A. and Laury, Susan K.},
  title   = {{Risk Aversion and Incentive Effects}},
  journal = {American Economic Review},
  year    = {2002},
  volume  = {92},
  number  = {5},
  pages   = {1644--1655},
}

@Article{Hombert.2014,
  author  = {Hombert, Johan and Schoar, Antoinette and Sraer, David and Thesmar, David},
  title   = {Can unemployment insurance spur entrepreneurial activity?},
  journal = {NBER Working Paper},
  year    = {2014},
  volume  = {20717},
}

@Article{Hong.2006,
  author  = {Hong, Guanglei and Raudenbush, Stephen W},
  title   = {Evaluating Kindergarten Retention Policy: A Case Study of Causal Inference for Multilevel Observational Data},
  journal = {Journal of the American Statistical Association},
  year    = {2006},
  volume  = {101},
  number  = {475},
}

@Article{Hopkins2006,
  author   = {Hopkins, E and Kornienko, T},
  title    = {Inequality and growth in the presence of competition for status},
  issn     = {01651765},
  number   = {2},
  pages    = {291--296},
  volume   = {93},
  journal  = {Economics Letters},
  keywords = {c72, consumption externalities, d11, d31, d62, d90, growth, heterogeneous agents, inequality, jel classification, status},
  month    = {nov},
  year     = {2006},
}

@InCollection{Horowitz.2001,
  Title                    = {The Bootstrap},
  Author                   = {Horowitz, Joel L},
  Booktitle                = {Handbook of Econometrics},
  Publisher                = {Elsevier Science},
  Year                     = {2001},

  Address                  = {Amsterdam, NL},
  Editor                   = {Heckman, James J and Leamer, Edward E},
  Pages                    = {3159--36228}
}

@Article{Horowitz2001,
  author  = {Horowitz, Joel L and Savin, N E},
  title   = {Binary Response Models: Logits, Probits and Semiparametrics},
  journal = {Journal of Economic Perspectives},
  year    = {2001},
  volume  = {15},
  number  = {4},
  pages   = {43--56},
  month   = {nov},
  issn    = {0895-3309},
}

@Article{Horwitz.1997,
  author  = {Horwitz, Ralph I and Singer, Burton and Makuch, Robert W and Viscoli, Catherine M},
  title   = {Reaching the Tunnel at the End of the Light},
  journal = {Journal of Clinical Epidemiology},
  year    = {1997},
  volume  = {50},
  number  = {7},
  pages   = {753--755},
}

@Article{Horwitz.1996,
  author  = {Horwitz, Ralph I and Singer, Burton and Makuch, Robert W and Viscoli, Catherine M},
  title   = {Can Treatment that is Helpful on Average be Harmful to Some Patients? {A} Study of Conflicting Information Needs of Clinical Inquiry and Drug Regulation},
  journal = {Journal of Clinical Epidemiology},
  year    = {1996},
  volume  = {49},
  number  = {4},
  pages   = {395--400},
}

@Article{Hotz.2006,
  author  = {Hotz, J V and Imbens, G W and Klerman, J},
  title   = {Evaluating the Differential Effects of Alternative Welfare-to-Work Training Components: A Re-Analysis of the California GAIN Program},
  journal = {Jounal of Labor Economics},
  year    = {2006},
  volume  = {24},
  number  = {3},
  pages   = {521--566},
}

@Article{Hotz.2000,
  author  = {Hotz, J V and Imbens, G W and Klerman, J},
  title   = {The Long-Term Gains from GAIN: A Re-Analysis of the Impacts of the California GAIN Program},
  journal = {RAND Working Paper},
  year    = {2000},
}

@Article{Hotz.1993,
  author  = {Hotz, Joseph V and Miller, Robert A},
  title   = {Conditional Choice Probabilities and the Estimation of Dynamic Models},
  journal = {Review of Economic Studies},
  year    = {1993},
  volume  = {60},
  number  = {3},
  pages   = {497--529},
}

@Article{Hotz.1994,
  author  = {Hotz, Joseph V and Miller, Robert R and Sanders, Seth and Smith, Jeffrey},
  title   = {A Simulation Estimator for Dynamic Models of Discrete Choice},
  journal = {Review of Economic Studies},
  year    = {1994},
  volume  = {61},
  number  = {2},
  pages   = {265--289},
}

@Article{Hu.2006,
  author  = {Hu, Yingyao and Schennach, Susanne},
  title   = {Identification and Estimation of Nonclassical Nonlinear Errors-in-Variables Models with Continuous Distributions using Instruments},
  journal = {Working Paper},
  year    = {2006},
  volume  = {The Univer},
}

@Article{Hu.2012,
  author  = {Hu, Yingyao and Shum, Matthew},
  title   = {Nonparametric identification of dynamic models with unobserved state variables},
  journal = {Journal of Econometrics},
  year    = {2012},
  volume  = {171},
  number  = {1},
  pages   = {32--44},
}

@Book{Huber.2009,
  title     = {Robust Statistics},
  publisher = {John Wiley \& Sons},
  year      = {2009},
  author    = {Huber, Peter J. and Ronchetti, Elvezio M.},
  series    = {Wiley Series in Probability and Statistics},
}

@Article{Huggett.2011,
  author  = {Huggett, Mark and Ventura, Gustavo and Yaron, Amir},
  title   = {Sources of Lifetime Inequality},
  journal = {American Economic Review},
  year    = {2011},
  volume  = {101},
  number  = {2},
  pages   = {2923--2954},
}

@Article{Hull.2013,
  author  = {Hull, Isaiha},
  title   = {Approximate Dynamic Programming with Post-Decision States as a Solution Method for Dynamic Economic Models},
  journal = {Unpublished Manuscript},
  year    = {2013},
}

@Article{Hungerford.1987,
  author    = {Thomas Hungerford and Gary Solon},
  title     = {Sheepskin Effects in the Returns to Education},
  journal   = {Review of Economics and Statistics},
  year      = {1987},
  volume    = {69},
  number    = {1},
  pages     = {175-177},
  owner     = {peisenha},
  timestamp = {2017.02.20},
}

@Article{Hunt.2002,
  author  = {Hunt, Jennifer},
  title   = {The Transition in East Germany: When is a Ten-Point Fall in the Gender Wage Gap Bad News?},
  journal = {Journal of Labor Economics},
  year    = {2002},
  volume  = {20},
  number  = {1},
  pages   = {148--169},
}

@Article{Hunter.2007,
  author  = {Hunter, John D},
  title   = {Matplotlib: A 2{D} Graphics Environment},
  journal = {Computing in Science \& Engineering},
  year    = {2007},
  volume  = {9},
  number  = {90},
  pages   = {90--95},
}

@InCollection{Hurwicz.1962,
  Title                    = {On the Structural Form of Interdependent Systems},
  Author                   = {Hurwicz, Leonid},
  Booktitle                = {Logic, Methodology and Philosophy of Science},
  Publisher                = {Stanford University Press},
  Year                     = {1962},

  Address                  = {Stanford, CA},
  Editor                   = {Nagel, Ernest and Suppes, Patrik and Tarski, Alfred},
  Pages                    = {232--239}
}

@Article{Hurwicz.1951,
  author  = {Hurwicz, Leonid},
  title   = {Some Specification Problems and Applications to Econometric Models},
  journal = {Econometrica},
  year    = {1951},
  volume  = {19},
  number  = {3},
  pages   = {343--344},
}

@Article{Huttenlocher.1991,
  author  = {Huttenlocher, Janellen and Haight, Wendy and Bryk, Anthony and Seltzer, Michael and Lyons, Thomas},
  title   = {Early Vocabulary Growth: Relation to Language Input and Gender},
  journal = {Developmental Psychology},
  year    = {1991},
  volume  = {27},
  number  = {2},
  pages   = {236--248},
}

@Article{Huttenlocher.2007,
  author  = {Huttenlocher, Janellen and Vasilyeva, Marina and Waterfall, Heidi R and {Vevea Jack L.} and {Hedges Larry V.}},
  title   = {The Varieties of Speech to Young Children},
  journal = {Developmental Psychology},
  year    = {2007},
  volume  = {43},
  number  = {5},
  pages   = {1062--1083},
}

@Article{Ialongo.2001,
  author  = {Ialongo, N and Poduska, J and Werthamer, L and Kellam, S},
  title   = {The Distal Impact of Two First-Grade Preventive Interventions on Conduct Problems and Disorder in Early Adolescence},
  journal = {Journal of Emotional and Behavioral Disorders},
  year    = {2001},
  volume  = {9},
  number  = {3},
  pages   = {146--160},
  issn    = {1063-4266},
}

@Article{Ichimura.1993,
  author  = {Ichimura, H},
  title   = {Semiparametric least squares (SLS) and weighted SLS estimation of single-index models},
  journal = {Journal of Econometrics},
  year    = {1993},
  volume  = {58},
  number  = {1-2},
  pages   = {71--120},
  issn    = {03044076},
}

@Article{Ilea.2010,
  author   = {Ilea, M and Turnea, M and Arotaritei, D and Toma, C M},
  title    = {Differential equations with small parameter with applications in radioimmunotherapy},
  journal  = {Revista medico-chirurgicala a Societatii de Medici si Naturalisti din Iasi},
  year     = {2010},
  volume   = {114},
  number   = {3},
  pages    = {937--942},
  issn     = {0048-7848},
  abstract = {The Akzo Nobel research laboratories formulated this problem in their study of the penetration of radio-labeled antibodies into a tissue that has been infected by a tumor. This study was carried out for diagnostic as well as therapeutic purposes. The treatment of malignant diseases, after its primary treatment by surgery, is either by external beam radiotherapy, which is effective but local, or by chemoteraphy, which is effective but not selective. The radiotherapy labelled antibody has to be able to penetrate the whole of the tumour, whereas for imaging only uptake on the surface of the tumour is needed. Factors such as dose, rate delivered, tumor size, and radiosensitivity play a major role in determining therapeutic response, while target-to-nontarget ratios and, particularly, circulating radioactivity to the bone marrow determine the major dose-limiting toxicities. In this article, we introduced a system of differential equations with small parameter with applications in radioimmunotherapy. The problem consists of two partial differential equations. Both the equation of this system includes small parameter epsilon. We introduce the mathematical technique known as boundary function method for singular perturbation system. In this system, the small parameter is an asymptotic variable, different from the independent variable. We write solution of this system in a small parameter, and investigation of asymptotic solution for system. Using the program Matlab and numerical method Runge-Kutta, I did various simulations for different values of biological parameters presented in the model studied.},
  pmid     = {21235130},
}

@Article{Ilut.2014,
  author  = {Ilut, Cosmin L. and Schneider, Martin},
  title   = {Ambiguous Business Cycles},
  journal = {American Economic Review},
  year    = {2014},
  volume  = {104},
  number  = {8},
  pages   = {2368--2399},
}

@Article{Imai.2009,
  author  = {Imai, Susumu and Jain, Neelam and Ching, Andrew},
  title   = {Bayesian Estimation of Dynamic Discrete Choice Models},
  journal = {Econometrica},
  year    = {2009},
  volume  = {77},
  number  = {6},
  pages   = {1865--1899},
}

@Article{Imbens.2009,
  author  = {Imbens, Guido W},
  title   = {Better LATE than Nothing: Some Comments on Deaton (2009) and Heckman \& Urzua (2009)},
  journal = {Journal of Economic Literature},
  year    = {2010},
  volume  = {48},
  number  = {2},
  pages   = {399--423},
}

@Article{Imbens.2003,
  author  = {Imbens, Guido W.},
  title   = {Sensitivity to Exogeneity Assumptions in Social Programs},
  journal = {American Economic Review},
  year    = {2003},
  volume  = {93},
  number  = {2},
  pages   = {126--132},
}

@Article{Imbens.1994,
  author  = {Imbens, Guido W and Angrist, Joshua D},
  title   = {Identification and Estimation of Local Average Treatment Effects},
  journal = {Econometrica},
  year    = {1994},
  volume  = {62},
  number  = {2},
  pages   = {467--475},
}

@Article{Imbens.2002,
  author  = {Imbens, Guido W and Newey, Whitney},
  title   = {Identification and Estimation of Triangular Simultaneous Equation Models},
  journal = {NBER Technical Working Paper},
  year    = {2002},
  volume  = {285},
}

@Article{Imbens.2009a,
  author  = {Imbens, Guido W and Wooldrige, Jeffrey M},
  title   = {Recent Developments in the Econometrics of Policy Evaluation},
  journal = {Journal of Economic Literature},
  year    = {2009},
  volume  = {47},
  number  = {1},
  pages   = {5--86},
}

@Book{Inhelder.1958,
  Title                    = {The Growth of Logical Thinking from Childhood to Adolescence},
  Author                   = {Inhelder, Baerbel and Piaget, Jean},
  Publisher                = {Routledge \& Kegan Paul},
  Year                     = {1958},

  Address                  = {London, UK}
}

@Article{Iyengar.2005,
  author  = {Iyengar, Garud N},
  title   = {Robust Dynamic Programming},
  journal = {Mathematics of Operations Research},
  year    = {2005},
  volume  = {30},
  number  = {2},
  pages   = {257--280},
}

@Article{Jantti.2006,
  author  = {J\"{a}ntti, Markus and R{\o}ed, Knut and Naylor, Robin and Bj\"{o}rklund, Anders and Bratsberg, Bernt and Raaum, Oddbj\"{o}rn and \"{O}sterbacka, Eva and Erikson, Tor},
  title   = {American Exceptionalism in a New Light: A Comparison of Intergenerational Earnings Mobility in the Nordic Countries, the United Kingdom and the United States},
  journal = {IZA Discussion Paper},
  year    = {2006},
  volume  = {No. 1938},
}

@Article{Jacobs.2007,
  author  = {Jacobs, Bas},
  title   = {Real options and human capital investment},
  journal = {Labour Economics},
  year    = {2007},
  volume  = {14},
  number  = {6},
  pages   = {913--925},
}

@TechReport{Jacobs.2012,
  Title                    = {Alternative Employment Strategies for Hard-to-Employ TANF Recipients: Final Results from a Test of Transitional Jobs and Preemployment Services in Philadelphia},
  Author                   = {Jacobs, Erin and Bloom, Dan},
  Institution              = {MDRC},
  Year                     = {2012}
}

@Article{Jasso2008,
  author   = {Jasso, G},
  title    = {A New Unified Theory of Sociobehavioural Forces},
  issn     = {0266-7215},
  number   = {4},
  pages    = {411--434},
  volume   = {24},
  journal  = {European Sociological Review},
  keywords = {comparison, happ, identity, justice, power, status},
  year     = {2008},
}

@Article{Jenkins.1987,
  author  = {Jenkins, Stephen},
  title   = {Snapshots versus Movies: Lifecycle Biases and the Estimation of Intergenerational Earnings Inheritance},
  journal = {European Economic Review},
  year    = {1987},
  volume  = {31},
  number  = {5},
  pages   = {1149--1158},
}

@Article{Jennings.2010,
  author  = {Jennings, Jennifer L and DiPrete, Thomas A},
  title   = {Teacher Effects on Social and Behavioral Skills in Early Elementary School},
  journal = {Sociology of Education},
  year    = {2010},
  volume  = {83},
  pages   = {135--159},
}

@Book{Jensen.1998,
  Title                    = {The g Factor},
  Author                   = {Jensen, Arthur R},
  Publisher                = {Praeger},
  Year                     = {1998},

  Address                  = {Westport, Connecticut}
}

@article{Jensen.2010,
	title={The (Perceived) Returns to Education and the Demand for Schooling},
	author={Jensen, Robert},
	journal={The Quarterly Journal of Economics},
	volume={125},
	number={2},
	pages={515--548},
	year={2010},
	publisher={MIT Press}
}

@Article{Jia.2008,
  author  = {Jia, Panle},
  title   = {What Happens When Wal-Mart Comes to Town: An Empirical Analysis of the Disctount Retailing Industry},
  journal = {Econometrica},
  year    = {2008},
  volume  = {76},
  number  = {6},
  pages   = {1263--1316},
}

@Book{Joe.2014,
  Title                    = {Dependence Modeling with Copulas},
  Author                   = {Harry Joe},
  Publisher                = {CRC Press Inc},
  Year                     = {2014},

  Address                  = {Florid, FL}
}

@Book{Joe.1997,
  Title                    = {Multivariate models and dependence concepts},
  Author                   = {Joe, Harry},
  Publisher                = {Chapman \& Hall},
  Year                     = {1997},

  Address                  = {London, UK}
}

@Article{Joensen.2017,
  author    = {Juanna Schroeter Joensen and Elena Mattana},
  title     = {Student Aid, Academic Achievement, and Labor Market Reforms},
  journal   = {Unpublished Manuscript},
  year      = {2017},
  owner     = {peisenha},
  timestamp = {2017.10.01},
}

@Book{Johansson.2015,
  Title                    = {Numerical Python A Practical Techniques Approach for Industry},
  Author                   = {Johansson, Robert},
  Publisher                = {Apress},
  Year                     = {2015},
}

@Article{Johnson.1996,
  author  = {Johnson, Amy},
  title   = {An Evaluation of the Long-Term Impacts of the Sponsor-A-Scholar Program on Student Performance},
  journal = {Princeton: Mathematica Policy Research},
  year    = {1996},
}

@Article{Johnson.2013,
  author  = {Johnson, Matthew and Keane, Michael P},
  title   = {A Dynamic Equilibrium Model of the US Wage Structure, 1968--1996},
  journal = {Journal of Labor Economics},
  year    = {2013},
  volume  = {31},
  number  = {1},
  pages   = {1--49},
}

@Article{Johnson.2012,
  author  = {Johnson, Rucker C},
  title   = {School Quality and the Long-Run Effects of Head Start},
  journal = {Unpublished Manuscript},
  year    = {2012},
}

@Article{Beauchamp.2011,
  author  = {{Jonathan P. Beauchamp David Cesarini}, Magnus Johannesson Matthijs J H M van der Loos Philipp D Koellinger Patrick J F Groenen James H Fowler J Niels Rosenquist A Roy Thurik and Christakis, Nicholas A},
  title   = {Molecular Genetics in Economics},
  journal = {Journal of Economic Perspectives},
  year    = {2011},
  volume  = {25},
  number  = {4},
  pages   = {57--82},
}

@Misc{Scipy.2012,
  Title                    = {{\{}SciPy{\}: Open Source Scientific Tools for {\{}Python{\}}}},

  Author                   = {Jones, Eric and Oliphant, Travis and Peterson, Pearu and Others},
  Year                     = {2012},

  Url                      = {http://www.scipy.org/}
}

@InCollection{Joreskog.1977,
  Title                    = {Structural Equations Models in Social Science: Specification , Estimation, and Testing},
  Author                   = {Joreskog, Karl G},
  Booktitle                = {Applications of Statistics},
  Publisher                = {North-Holland Publishing Company},
  Year                     = {1977},

  Address                  = {New York City, NY},
  Editor                   = {Krishnaiah, P},
  Pages                    = {265--287}
}

@Article{Joreskog.1975,
  author  = {Joreskog, Karl G and Goldberger, Arthur S},
  title   = {Estimation of a Model with Multiple Indicators and Multiple Causes of a Single Latent Variable},
  journal = {Journal of the American Statistical Association},
  year    = {1975},
  volume  = {70},
  number  = {351},
  pages   = {631--639},
}

@Book{Joreskog.1979,
  Title                    = {Advances in Factor Analysis and Structural Equation Models},
  Author                   = {Joreskog, Karl G and Sorbom, Dag},
  Publisher                = {Abt Books},
  Year                     = {1979},

  Address                  = {Cambridge, MA}
}

@Book{Judd.1998,
  Title                    = {Numerical Methods in Economics},
  Author                   = {Judd, Kenneth L},
  Publisher                = {MIT Press},
  Year                     = {1998}
}

@Article{Judd.1997,
  author  = {Judd, Kenneh L},
  title   = {Computational Economics and Economic Theory: Substitutes or Complements?},
  journal = {Journal of Economic Dynamics and Control},
  year    = {1997},
  volume  = {21},
  number  = {6},
  pages   = {907--942},
}

@Article{Judd.2011,
  author  = {Judd, Kenneth L and Skrainka, Benjamin S},
  title   = {High Performance Quadrature Rules: How Numerical Integration Affects a Popular Model of Product Differentiation},
  journal = {CEMMAP Working Paper (CWP03/11)},
  year    = {2011},
}

@Article{Koszegi.2012,
  author    = {K{\H{o}}szegi, Botond and Szeidl, Adam},
  title     = {A model of focusing in economic choice},
  journal   = {The Quarterly journal of economics},
  year      = {2012},
  pages     = {qjs049},
  publisher = {Oxford University Press},
}

@Book{Koehn.2017,
  Title                    = {Uncertainty in Economics: A New Approach},
  Author                   = {K\"ohn, Julia},
  Publisher                = {Springer},
  Year                     = {2017},

  Address                  = {New York City, NY}
}

@Article{Kaestner.2009,
  author  = {Kaestner, Robert},
  title   = {Adolescent Cognitive and Non-Cognitive Correlates of Adult Health},
  journal = {NBER Working Paper},
  year    = {2009},
  number  = {14924},
}

@Article{Kaestner.2009b,
  author  = {Kaestner, Robert and Grossman, Michael and Yarnoff, Benjamin},
  title   = {Effects of Weight on Adolescent Educational Attainment},
  journal = {NBER Working Paper},
  year    = {2009},
  volume  = {14994},
}

@Article{Kane.1995,
  author  = {Kane, Thomas and Rouse, Cecilia},
  title   = {Labor-Market Returns to Two- and Four-Year College},
  journal = {American Economic Review},
  year    = {1995},
  volume  = {85},
  number  = {3},
  pages   = {600--614},
}

@Article{Kane.2003,
  author  = {Kane, Thomas J},
  title   = {A Quasi-Experimental Estimate of the Impact of Financial Aid on College-Going},
  journal = {NBER Working Paper},
  year    = {2003},
}

@Book{Karlin.1968,
  Title                    = {Total Positivity},
  Author                   = {Karlin, Samuel},
  Publisher                = {Stanford University Press},
  Year                     = {1968},

  Address                  = {Stanford, CA}
}

@InCollection{Karni.2014,
  Title                    = {Axiomatic Foundations of Expected Utility and Subjective Probability},
  Author                   = {Karni, Edi},
  Booktitle                = {Handbook fo Risk and Uncertainty},
  Publisher                = {Elsevier Science},
  Year                     = {2014},
  Editor                   = {Machina, Mark J and Viscusi, Kip},
  Pages                    = {1--39},
  Volume                   = {1}
}

@Article{Karoly.2011,
  author  = {Karoly, Lynn A},
  title   = {Toward Standardization of Benefit-Cost Analyises of Early Childhood Interventions},
  journal = {Working Paper},
  year    = {2011},
}

@Book{Karoly.1998,
  Title                    = {Investing In Our Children: What We Know 95 And Don't Know About The Costs And Benefits Of Early Childhood Interventions},
  Author                   = {Karoly, Lynn A and Greenwood, Peter W and Everingham, Susan S and Houb{\'{e}}, Jill and Kilburn, Rebecca M and Rydell, C Peter and Sanders, Matthew and Chiesa, James},
  Publisher                = {The RAND Corporation},
  Year                     = {1998},

  Address                  = {Santa Monica, CA}
}

@TechReport{Kastoryano.2011,
  author      = {Kastoryano, Stephen and van der Klaauw, Bas},
  title       = {Dynamic Evaluation of Job Search Assistance},
  institution = {Institute for the Study of Labor (IZA)},
  year        = {2011},
  type        = {IZA Discussion Papers},
  number      = {5424},
  abstract    = {This paper evaluates a job search assistance program for unemployment insurance recipients. The assignment to the program is dynamic. We provide a discussion on dynamic treatment effects and identification conditions. In the empirical analyses we use administrative data from a unique institutional environment. This allows us to compare different microeconometric evaluation estimators. All estimators find that the job search assistance program reduces the exit to work, in particular when provided early during the spell of unemployment. Furthermore, continuous-time (timing-of-events and regression discontinuity) methods are more robust than discrete-time (propensity score and regression discontinuity) methods.},
  keywords    = {treatment evaluation; dynamic enrollment; empirical evaluation},
}

@Article{Katz.2001,
  author  = {Katz, Lawrence F and Kling, Jeffrey R and Liebman, Jeffrey B},
  title   = {Moving to Opportunity in Boston: Early Results of a Randomized Mobility Experiment},
  journal = {The Quarterly Journal of Economics},
  year    = {2001},
  volume  = {116},
  pages   = {607--654},
}

@Article{Kaufman.2017,
  author  = {Kaufman, David L and Schaefer, Andrew J and Roberts, Mark S},
  title   = {Living-donor liver transplantation timing under ambiguous health state transition probabilities},
  journal = {SSRN Working Paper},
  year    = {2017},
}

@Article{Kawai.2014,
  author  = {Kawai, Kei},
  title   = {Campaign Finance in U.S. House Elections},
  journal = {Unpublished Manuscript},
  year    = {2014},
}

@Article{Keane.2010a,
  author  = {Keane, Michael P},
  title   = {A Structural Perspective on the Experimentalist School},
  journal = {Journal of Economic Perspectives},
  year    = {2010},
  volume  = {24},
  number  = {2},
  pages   = {47--58},
  issn    = {0895-3309},
}

@Article{Keane.2010b,
  author  = {Keane, Michael P},
  title   = {Structural vs. Atheoretic Approaches to Econometrics},
  journal = {Journal of Econometrics},
  year    = {2010},
  volume  = {156},
  number  = {1},
  pages   = {3--20},
}

@Article{Keane.1992,
  author  = {Keane, Michael P},
  title   = {A Note on Identification in the Multinomial Probit Model},
  journal = {Journal of Business \& Economic Statistics},
  year    = {1992},
  volume  = {10},
  number  = {2},
  pages   = {193--200},
}

@Article{Keane.2003,
  author    = {Micheal P. Keane and Anthony A Smith},
  title     = {Generalized Indirect Inference for Discrete Choice Models},
  journal   = {Unpublished Manuscript},
  year      = {2003},
  owner     = {peisenha},
  timestamp = {2017.06.22},
}

@InCollection{Keane.2011d,
  Title                    = {The structural estimation of behavioral models: Discrete choice dynamic programming methods and applications},
  Author                   = {Keane, Michael P. and Todd, Petra E. and Wolpin, Kenneth I.},
  Booktitle                = {Handbook of Labor Economics},
  Publisher                = {Elsevier Science},
  Year                     = {2011},

  Address                  = {Amsterdam, Netherlands},
  Editor                   = {Ashenfelter, Orley and Card, David},
  Pages                    = {331--461}
}

@Article{Keane.2010,
  author  = {Keane, Michael P and Wolpin, Kenneth I},
  title   = {The Role of Labor and Marriage Markets, Preference Heterogeneity and the Welfare System in the Life Cycle Decisions of Black, Hispanic, and White Women},
  journal = {International Economic Review},
  year    = {2010},
  volume  = {51},
  number  = {3},
  pages   = {851--892},
}

@Article{Keane.2009,
  author  = {Keane, Michael P and Wolpin, Kenneth I},
  title   = {Empirical Applications of Discrete Choice Dynamic Programming Models},
  journal = {Review of Economic Dynamics},
  year    = {2009},
  volume  = {12},
  number  = {1},
  pages   = {1--22},
}

@Article{Keane.2007,
  author  = {Keane, Michael P and Wolpin, Kenneth I},
  title   = {Exploring the Usefulness of a Nonrandom Holdout Sample for Model Validation: Welfare Effects on Female Behavior},
  journal = {International Economic Review},
  year    = {2007},
  volume  = {48},
  number  = {4},
  pages   = {1351--1378},
}

@Article{Keane.2001,
  author  = {Keane, Michael P and Wolpin, Kenneth I},
  title   = {The Effect of Parental Transfers and Borrowing Constraints on Educational Attainment},
  journal = {International Economic Review},
  year    = {2001},
  volume  = {42},
  number  = {4},
  pages   = {1051--1103},
}

@Article{Keane.2000,
  author  = {Keane, Michael P and Wolpin, Kenneth I},
  title   = {Eliminating Race Differences in School Attainment and Labor Market Success},
  journal = {Journal of Labor Economics},
  year    = {2000},
  volume  = {18},
  number  = {4},
  pages   = {614--652},
}

@Article{Keane.1997,
  author  = {Keane, Michael P. and Wolpin, Kenneth I.},
  title   = {The career decisions of young men},
  journal = {Journal of Political Economy},
  year    = {1997},
  volume  = {105},
  number  = {3},
  pages   = {473--522},
}

@Article{Keane.1994,
  author  = {Keane, Micheal P and Wolpin, Kenneth I},
  title   = {The Solution and Estimation of Discrete Choice Dynamic Programming Models by Simulation and Interpolation: {M}onte {C}arlo Evidence},
  journal = {Review of Economics and Statistics},
  year    = {1994},
  volume  = {76},
  number  = {4},
  pages   = {648--672},
}

@Article{Kelder1994,
  author   = {Kelder, S H and Perry, C L and Klepp, K I and Lytle, L L},
  title    = {Longitudinal tracking of adolescent smoking, physical activity, and food choice behaviors.},
  issn     = {0090-0036},
  number   = {7},
  pages    = {1121--1126},
  volume   = {84},
  abstract = {A major assumption underlying youth health promotion has been that physiological risk factors track from childhood into adulthood. However, few studies have systematically examined how behaviors change during adolescence. This paper describes longitudinal tracking of adolescent health behaviors in two Minnesota Heart Health Program communities.},
  journal  = {American journal of public health},
  keywords = {Adolescent, Adolescent Behavior, Child, Diet, Exercise, Female, Food Habits, Health Behavior, Humans, Longitudinal Studies, Male, Smoking},
  pmid     = {8017536},
  year     = {1994},
}

@Book{Kellerer.2004,
  Title                    = {Knapsack Problems},
  Author                   = {Kellerer, Hans and Pferschy, Ulrich and Pisinger, David},
  Publisher                = {Springer},
  Year                     = {2004},

  Address                  = {New York City, NY}
}

@InCollection{Kellman.1998,
  Title                    = {Effects of Improving Achievement on Agressive Behavior and of Improving Aggressive Behavior on Achievement Through Two Preventative Intervention: An Investigation of Causal Path},
  Author                   = {Kellman, S G and {Mayer L. S. andRebok}, G W and Hawkins, W E},
  Booktitle                = {Adversity, Stress, and Psychopathology},
  Publisher                = {Ox},
  Year                     = {1998}
}

@Article{Kelso.1982,
  author  = {Kelso, Alexander and Crawford, Vincent P},
  title   = {Job Matching, Coalition Formation, and Gross Substitutes},
  journal = {Econometrica},
  year    = {1982},
  volume  = {50},
  number  = {6},
  pages   = {1483--1504},
}

@Article{Kemple.2008,
  author  = {Kemple, James},
  title   = {Long-Term Impacts on Labor Market Outcomes, Education Attainment, and Transition to Adulthood},
  journal = {MDRC Report},
  year    = {2008},
}

@Article{Kendall.2015,
  author  = {Kendall, Chad and Nannicini, Tommaso and Trebbi, Francesco},
  title   = {How do voters respond to information? {E}vidence from a randomized campaign},
  journal = {American Economic Review},
  year    = {2015},
  volume  = {105},
  number  = {1},
  pages   = {322--353},
}

@InCollection{Kendrick.2014,
  Title                    = {Learning about Learning in Dynamic Economic Models},
  Author                   = {Kendrick, David and Amman, Hans and Tucci, Marco},
  Booktitle                = {Handbook of Computational Economics},
  Publisher                = {Elsevier Science},
  Year                     = {2014},
  Chapter                  = {1},
  Editor                   = {Schmedders, Karl and Judd, Kenneth},
  Pages                    = {1--35},
  Volume                   = {3}
}

@Article{Kenkel.1991,
  author  = {Kenkel, Donald S},
  title   = {Health Behavior, Health Knowledge, and Schooling},
  journal = {Journal of Political Economy},
  year    = {1991},
  volume  = {99},
  number  = {2},
  pages   = {287--305},
}

@Article{Kennan.2011,
  author  = {Kennan, John and Walker, James R.},
  title   = {The effect of expected income on individual migration decisions},
  journal = {Econometrica},
  year    = {2011},
  volume  = {79},
  number  = {1},
  pages   = {211--251},
}

@Article{Kentenich2002,
  author  = {Kentenich, H},
  title   = {1. Introduction},
  journal = {ESHRE Monographs},
  year    = {2002},
  volume  = {2002},
  number  = {1},
  pages   = {1--3},
  issn    = {1477-741X},
}

@Book{Kernigham.1999,
  Title                    = {The Practice of Programming},
  Author                   = {Kernigham, Brian W and Pike, Rob},
  Publisher                = {Addison-Wesley},
  Year                     = {1999},

  Address                  = {New York City, NY}
}

@Misc{Keshav2016,
  Title                    = {How to Read a Paper},

  Author                   = {Keshav, S},
  Year                     = {2016},

  Owner                    = {Kube},
  Timestamp                = {2018.10.31},
  Url                      = {http://blizzard.cs.uwaterloo.ca/keshav/home/Papers/data/07/paper-reading.pdf}
}

@Book{Keynes.1921,
  Title                    = {A Treatise on Probability},
  Author                   = {Keynes, John Maynard},
  Publisher                = {Macmillian and Co.},
  Year                     = {1921},

  Address                  = {London, UK}
}

@Article{Keynes.1937,
	Title                    = {The General Theory of Employment},
	Author                   = {Keynes, John Maynard},
	Journal 				= {The Quarterly Journal of Economics},
	Year 					= {1937},
	Volume 					= {51},
	Number 					= {2},
	Pages   					= {209–223},
}

@Book{King.2016,
  Title                    = {The End of Alchemy: Money, Banking and the Future of the Global Economy},
  Author                   = {King, Mervyn},
  Publisher                = {W. W. Norton \& Company},
  Year                     = {2016},

  Address                  = {London, UK}
}

@Article{Kivertz.2004,
  author  = {Kivetz, Ran and Netzer, Oded and Srinivasan, V},
  title   = {Alternative Models of the Compromise Effect},
  journal = {Journal of Marketing Research},
  year    = {2004},
  volume  = {41},
  number  = {3},
  pages   = {237--257},
}

@Article{Klaauw.2012,
  author  = {van der Klaauw, Wilbert},
  title   = {On the Use of Expectations Data in Estimating Structural Dynamic Choice Models},
  journal = {Journal of Labor Economics},
  year    = {2012},
  volume  = {30},
  number  = {3},
  pages   = {521--554},
}

@Article{Klein.2009,
  author  = {Klein, Roger W and Shen, Chan and Vella, Francis},
  title   = {Triangular Semiparametric Models Featuring Two Dependent Endogenous Binary Outcomes},
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  year    = {2009},
}

@Article{Klein.2010,
  author  = {Klein, Tobias},
  title   = {Heterogeneous Treatment Effects: Instrumental Variables Without Monotonicity?},
  journal = {Journal of Econometrics},
  year    = {2010},
}

@Book{Klemens.2008,
  Title                    = {Modeling with Data: Tools and Techniques for Scientific Computing},
  Author                   = {Klemens, Ben},
  Publisher                = {Princeton University Press},
  Year                     = {2008}
}

@article{Klibanoff.1995,
	title={Dynamic choice with uncertainty aversion},
	author={Klibanoff, Peter},
	journal={Northwestern University},
	year={1995}
}

@Article{Klibanoff.2012,
  author    = {Peter Klibanoff and Massimo Marinacci and Sujoy Mukerji},
  title     = {On the smooth ambiguity model: {A} reply},
  journal   = {Econometrica},
  year      = {2012},
  volume    = {80},
  number    = {3},
  pages     = {1303-1321},
  owner     = {peisenha},
  timestamp = {2018.02.09},
}

@Article{Klibanoff.2009,
  author  = {Klibanoff, Peter and Marinacci, Massimo and Mukerji, Sujoy},
  title   = {Recursive smooth ambiguity preferences},
  journal = {Journal of Economic Theory},
  year    = {2009},
  volume  = {144},
  number  = {3},
  pages   = {930--976},
}

@Article{Klibanoff.2005,
  author  = {Klibanoff, Peter and Marinacci, Massimo and Mukerji, Sujoy},
  title   = {A Smooth Model of Decision Making under Ambiguity},
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  year    = {2005},
  volume  = {73},
  number  = {6},
  pages   = {1849--1892},
}

@Book{Kline.1994,
  Title                    = {An Easy Guide to Factor Analysis},
  Author                   = {Kline, Paul},
  Publisher                = {Routledge},
  Year                     = {1994},

  Address                  = {London, UK},

  ISBN                     = {0415094895}
}

@Article{Kling.2001,
  author  = {Kling, Jeffrey R},
  title   = {Interpreting Instrumental Variables Estimates of the Returns to Schooling},
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  year    = {2001},
  volume  = {19},
  number  = {3},
  pages   = {358--364},
}

@Article{Kling.2007,
  author  = {Kling, Jeffrey R and Liebman, Jeffrey B and Katz, Lawrence F},
  title   = {Experimental Analysis of Neighborhood Effects},
  journal = {Econometrica},
  year    = {2007},
  volume  = {75},
  number  = {1},
  pages   = {83--119},
}

@Book{Knight.1921,
  Title                    = {Risk, uncertainty and profit},
  Author                   = {Knight, Frank H},
  Publisher                = {Houghton Mifflin Harcourt},
  Year                     = {1921},
  Address                  = {Boston, MA}
}

@Article{Knudsen.2006,
  author  = {Knudsen, Eric I and Heckman, James J and Cameron, Judy and Shonkoff, Jack P},
  title   = {Economic, Neurobiological , and Behavioral Perspectives on Building America's Future Workforce},
  journal = {Proceedings of the National Academy of Science},
  year    = {2006},
  volume  = {103},
  number  = {27},
  pages   = {10155--10162},
}

@Article{Knuth.1974,
  author  = {Knuth, Donald E},
  title   = {Computer Programming as an Art},
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  number  = {12},
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@Article{Kocher.2018,
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  title   = {Ambiguity aversion is not universal},
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  year    = {2018},
  volume  = {101},
  pages   = {268--283},
}

@Article{Kodde.1986,
  author    = {David A. Kodde},
  title     = {Uncertainty and the Demand for Education},
  journal   = {Review of Economics and Statistics},
  year      = {1986},
  volume    = {68},
  number    = {3},
  pages     = {46-467},
  owner     = {peisenha},
  timestamp = {2017.02.13},
}

@Article{Koenker.2009,
  author  = {Koenker, Roger and Zeileis, Achim},
  title   = {On Reproducible Econometric Research},
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  year    = {2009},
  volume  = {24},
  number  = {5},
  pages   = {833--847},
}

@Article{Koopman.1957,
  author  = {Koopman, Tjalling C and Beckman, Martin},
  title   = {Assignment Problems and the Location of Economic Activities},
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  year    = {1957},
  volume  = {25},
  number  = {1},
  pages   = {53--73},
}

@Article{Koopmans.1960,
  author  = {Koopmans, Tjalling C.},
  title   = {Stationary ordinal utility and impatience},
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  year    = {1960},
  volume  = {28},
  number  = {2},
  pages   = {287--309},
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@Article{Koopmans.1947,
  author  = {Koopmans, Tjalling C},
  title   = {Measurement without Theory},
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  volume  = {24},
  number  = {3},
  pages   = {161--172},
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@Article{Kooreman.2007,
  author  = {Kooreman, Peter},
  title   = {Time, Money, Peers, and Parents; Some Data and Theories on Teenage Behavior},
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  number  = {1},
  pages   = {9--33},
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@Article{Kopczuk.2007,
  author  = {Kopczuk, Wojciech and Saez, Emmanuel and Song, Jae},
  title   = {Uncovering the American Dream: Inequality and Mobility in Social Security Earnings Data},
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  year    = {2007},
  volume  = {13345},
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@Article{Kortelainen.2010,
  author    = {Kortelainen, M and Lesinski, T and Mor{\'{e}}, J and Nazarewicz, W and Sarich, J and Schunck, N and Stoitsov, M V and Wild, S},
  title     = {Nuclear Energy Density Optimization},
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  year      = {2010},
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@Article{Kosse.2016,
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  title   = {The formation of prosociality: Causal evidence on the role of social environment},
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  volume  = {840},
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@Article{Kotlarski.1967,
  author  = {Kotlarski, Ignacy},
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@Article{Kovarik.2009,
  author    = {Kovarik, Jaromir},
  title     = {{Giving it now or later: Altruism and discounting}},
  issn      = {01651765},
  number    = {3},
  pages     = {152--154},
  volume    = {102},
  abstract  = {Postponing payments in the Dictator game, subjects allocate future payments between themselves and others. Since both payoffs of Dictators and Receivers are delayed equally, standard intertemporal utility maximization predicts no effect. Nevertheless, we observe negative effect of time on altruism. {\textcopyright} 2008 Elsevier B.V. All rights reserved.},
  journal   = {Economics Letters},
  keywords  = {Altruism, Dictator game, Discounting, Intertemporal choice},
  publisher = {Elsevier},
  year      = {2009},
}

@Article{Kramer.1984,
  author  = {Kramer, Michael S and Shapiro, Stanley},
  title   = {Scientific Challenges in the Application of Randomized Trials},
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@Article{Kreider.2012,
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  year    = {2012},
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  number  = {499},
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@Article{Krein.1998,
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@Article{Kreps.1978,
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@Article{Krinsky.1990,
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  year    = {1990},
  volume  = {72},
  number  = {1},
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@Article{Krinsky.1986,
  author  = {Krinsky, Itzhak and Robb, Leslie A},
  title   = {On Approximating the Statistical Properties of Elasticities},
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  year    = {1986},
  volume  = {68},
  number  = {4},
  pages   = {715--719},
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@Article{Kristensen.2015,
  author  = {Kristensen, Dennis and Nesheim, Lars and de Paula, \'{A}ureo},
  title   = {{CCP} and the estimation of nonseparable dynamic models},
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  year    = {2015},
}

@Article{Kristensen.2017,
  author    = {Kristensen, Dennis and Salanie, Bernard},
  title     = {Higher-order properties of approximate estimators},
  journal   = {Journal of Econometrics},
  year      = {2017},
  publisher = {Elsevier},
}

@Article{Krokhmal.2007,
  author  = {Krokhmal, Pavlo A and Pardalos, Panos M},
  title   = {Random Assignment Problems},
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@Article{Kuhn.1955,
  author  = {Kuhn, Harold W},
  title   = {The Hungarian Method for the Assignment Problem},
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  number  = {1-2},
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@Article{Kullback.1951,
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  title   = {On Information and Sufficiency},
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  number  = {1},
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@Article{Kumar.2017,
  author    = {Anil Kumar and Che-Yuan Liang},
  title     = {Estimating Taxable Income Responses with elasticity Heterogeneity},
  journal   = {Unpublished Manuscript},
  year      = {2017},
  owner     = {peisenha},
  timestamp = {2017.10.01},
}

@Book{Kyburg.1964,
  Title                    = {Studies in Subjective Probabilities},
  Author                   = {Kyburg, H E and Smokler, H E},
  Publisher                = {Wiley},
  Year                     = {1964},

  Address                  = {New York City, NY}
}

@Article{LaCroix.2007,
  author  = {{La Croix}, David and Doepke, Matthias},
  title   = {To Segregate or to Integrate: Education Policies and Democracy},
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  year    = {2007},
  volume  = {13319},
}

@Book{Fuente.2000,
  Title                    = {Mathematical Methods and Models for Economists},
  Author                   = {{La Fuente}, Angel},
  Publisher                = {Cambridge University Press},
  Year                     = {2000},

  Address                  = {New York City, NY}
}

@Book{BLS.2001,
  author    = {{Bureau of Labor Statistics}},
  title     = {NLS Handbook 2001: The National Longitudinal Surveys},
  year      = {2001},
  publisher = {U.S. Department of Labor},
  address   = {Washington, DC},
}

@Article{Ladd.1999,
  author  = {Ladd, Gary W and Birch, Sondra H and Buhs, Eric S},
  title   = {Children's Social and Scholastic Lives in Kindergarten: Related Spheres of Influence?},
  journal = {Child Development},
  year    = {1999},
  volume  = {70},
  pages   = {1373--1400},
}

@Article{Laferrere.1999,
  author  = {Laferrere, Anne},
  title   = {Intergenerational Transmission Models: A Survey},
  journal = {The Geneva Papers on Risk and Insurance - Issues and Practice},
  year    = {1999},
  volume  = {24},
  number  = {1},
  pages   = {2--26},
}

@Article{Lagakos.2018,
  author  = {Lagakos, David and Moll, Benjamin and Porzio, Tommaso and Qian, Nancy and Schoellman, Todd},
  title   = {Life cycle wage growth across countries},
  journal = {Journal of Political Economy},
  year    = {2018},
  volume  = {126},
  number  = {2},
  pages   = {797--849},
}

@Article{Laibson.1997,
  author   = {Laibson, D.},
  title    = {{Golden Eggs and Hyperbolic Discounting}},
  journal  = {The Quarterly Journal of Economics},
  year     = {1997},
  volume   = {112},
  number   = {2},
  pages    = {443--478},
  issn     = {0033-5533},
  abstract = {Hyperbolic discount functions induce dynamically inconsistent preferences, implying a motive for consumers to constrain their own future choices. This paper analyzes the decisions of a hyperbolic consumer who has access to an imperfect commitment technology: an illiquid asset whose sale must be initiated one period before the sale proceeds are received. The model predicts that consumption tracks income, and the model explains why consumers have asset-specific marginal pro- pensities to consume. The model suggests that financial innovation may have caused the ongoing decline in U. S. savings rates, since financial innovation in- creases liquidity, eliminating commitment opportunities. Finally, the model im- plies that financial market innovation may reduce welfare by providing “too much” liquidity.},
  isbn     = {0033-5533},
  pmid     = {2951242},
}

@InCollection{Laitner.1997,
  Title                    = {Intergenerational and Interhousehold Economic Links},
  Author                   = {Laitner, John},
  Booktitle                = {Handbook of Population and Family Economics},
  Publisher                = {Elsevier S},
  Year                     = {1997},

  Address                  = {Amsterdam, Netherlands},
  Editor                   = {Rosenzweig, Mark R and Stark, O},
  Pages                    = {190--238},
  Volume                   = {1A}
}

@Article{LaLonde.1986,
  author  = {LaLonde, Robert J.},
  title   = {Evaluating the Econometric Evaluation of Training Programs with Experimental Data},
  journal = {American Economic Review},
  year    = {1986},
  volume  = {76},
  number  = {4},
  pages   = {604--620},
}

@Article{Lang.2005,
  author  = {Lang, Frieder R},
  title   = {Erfassung des kognitiven Leistungspotentials und der ''Big Five'' mit Computer-Assisted-Personal-Interviewing (CAPI): Zur Reliabilit\"{a}t und Validit\"{a}t zweier ultrakurzer Tests and des BFI-S},
  journal = {DIW Research Notes},
  year    = {2005},
  volume  = {5},
}

@Article{Lang.2007,
  author  = {Lang, Frieder R and Weiss, David and Stocker, Andreas von Rosenbladt Bernhard},
  title   = {Assessing Cognitive Capacities in Computer-Assisted Survey Research: Two Ultra-Short Tests of Intellectual Ability in the German Socio-Economic Panel (SOEP)},
  journal = {Schmollers Jahrbuch},
  year    = {2007},
  volume  = {127},
  pages   = {183--192},
}

@Article{Lang.2001,
  author  = {Lang, Kevin and Zagorsky, Jay},
  title   = {Does Growing Up With a Parent Absent Really Hurt?},
  journal = {Journal of Human Resources},
  year    = {2001},
  volume  = {36},
  number  = {2},
  pages   = {253--273},
}

@Article{Lange.2008,
  author  = {Lange, Fabian and Bharadwaj, Prashant and Altonji, Joseph G},
  title   = {Changes in the Characteristics of American Youth : Implications for Adult Outcomes},
  journal = {NBER Working Paper},
  year    = {2008},
  volume  = {13883},
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@Book{Langtangen.2011,
  Title                    = {A Primer on Scientific Programming with Python},
  Author                   = {Langtangen, Hans Petter},
  Publisher                = {Springer},
  Year                     = {2011},

  Address                  = {New York City, NY}
}

@Book{Langtangen.2010,
  Title                    = {Python Scripting for Computational Science},
  Author                   = {Langtangen, Hans Petter},
  Publisher                = {Springer},
  Year                     = {2010},

  Address                  = {New York City, NY}
}

@Article{Lauber.2016,
  author  = {Lauber, Verena and Storck, Johanna},
  title   = {Helping with the kids? {H}ow family-friendly workplaces affect parental well-being and behavior},
  journal = {DIW Berlin Discussion Paper},
  year    = {2016},
  volume  = {1630},
}

@Book{Laureau.2003,
  Title                    = {Unequal Childhoods: Clas, Race, and Family LIfe},
  Author                   = {Laureau, Annette},
  Publisher                = {University of California Press},
  Year                     = {2003}
}

@Article{Layzer.2006,
  author  = {Layzer, Jean I and Goodson, Barbara D},
  title   = {The ''Quality'' of Early Care and Education Settings: Definitional and Measurement Issues},
  journal = {Evaluation Review},
  year    = {2006},
  volume  = {30},
  number  = {5},
  pages   = {556--576},
}

@Article{Lazear.1981,
  author  = {Lazear, Edward P.},
  title   = {Agency, Earnings Profiles, Productivity, and Hours Restrictions},
  journal = {American Economic Review},
  year    = {1981},
  volume  = {71},
  number  = {4},
  pages   = {606--620},
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@Article{Leamer1983,
  author  = {Leamer, E},
  title   = {Chapter 5 Model choice and specification analysis},
  journal = {Handbook of Econometrics},
  year    = {1983},
  volume  = {1},
  pages   = {285--330},
  issn    = {15734412},
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@Article{Leamer.1983,
  author  = {Leamer, Edward E.},
  title   = {Let's Take the Con Out of Econometrics},
  journal = {American Economic Review},
  year    = {1983},
  volume  = {73},
  number  = {1},
  pages   = {31--43},
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@Article{Lechner.2005,
  author  = {{Lechner Michael; Miquel}, Ruth; Wunsch Conny},
  title   = {Long-run Effects of Public Sector Sponsored Training in West Germany},
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  year    = {2005},
  volume  = {3},
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@Article{Lechner.2009,
  author  = {Lechner, Michael},
  title   = {Long-run Labour Market and Health Effects of Individual Sports Activities},
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  year    = {2009},
  volume  = {28},
  number  = {4},
  pages   = {839--854},
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@Article{Lechner.2009a,
  author  = {Lechner, M},
  title   = {Sequential Causal Models for the Evaluation of Labor Market Programs},
  journal = {Journal of Business \& Economic Statistics},
  year    = {2009},
  volume  = {27},
  number  = {1},
  pages   = {71--83},
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@Article{Lechner.2007,
  author  = {Lechner, M and Smith, Jeffrey},
  title   = {What is the Value Added by Caseworkers?},
  journal = {Labour Economics},
  year    = {2007},
  volume  = {14},
  number  = {2},
  pages   = {135--151},
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@Article{Lee.1991,
  author  = {Lee, Bong-Soo and Ingram, Beth Fisher},
  title   = {Simulation Estimation of Time-Series Models},
  journal = {Journal of Econometrics},
  year    = {1991},
  volume  = {47},
  number  = {2-3},
  pages   = {197--205},
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@Article{Lee.2005,
  author  = {Lee, Donghoon},
  title   = {An Estimable Dynamic General Equilibrium Model of Work, Schooling, and Occupational Choice},
  journal = {International Economic Review},
  year    = {2005},
  volume  = {46},
  number  = {1},
  pages   = {1--34},
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@Article{Lee.2010,
  title = {Accounting for wage and employment changes in the {US} from 1968-2000: {A} dynamic model of labor market equilibrium},
  author = {Lee, Donghoon and Wolpin, Kenneth I.},
  year = {2010},
  journal = {Journal of Econometrics},
  volume = {156},
  number = {1},
  pages = {68--85},
  issn = {0304-4076},
  doi = {10.1016/j.jeconom.2009.09.008},
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@Article{Lee.2006,
  author  = {Lee, Donghoon and Wolpin, Kenneth I},
  title   = {Intersectoral Labor Mobility and the Growth of the Service Sector},
  journal = {Econometrica},
  year    = {2006},
  volume  = {74},
  number  = {1},
  pages   = {1--46},
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@Article{Lee.1997,
  author  = {Lee, Lung-Fei},
  title   = {Simulated Maximum Likelihood Estimation of Dynamic Discrete Choice Statistical Models: Some Monte Carlo Results},
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  year    = {1997},
  volume  = {82},
  number  = {1},
  pages   = {1--35},
}

@Article{Lee.1983,
  author  = {Lee, Lung-Fei},
  title   = {Generalized Econometric Models with Selectivity},
  journal = {Econometrica},
  year    = {1983},
  volume  = {51},
  number  = {2},
  pages   = {507--512},
}

@Article{Lee.1979,
  author  = {Lee, Lung-Fei},
  title   = {Identification and Estimation in Binary Choice Models with Limited (Censored) Dependent Variables},
  journal = {Econometrica},
  year    = {1979},
  volume  = {47},
  number  = {4},
  pages   = {977--996},
}

@Article{Lee.2009,
  author  = {Lee, Sokbae},
  title   = {Estimating Distributions of Potential Outcomes using Local Instrumental Variables with an Application to Changes in College Enrollment and Wage Inequality},
  journal = {Journal of Econome},
  year    = {2009},
  volume  = {149},
  number  = {2},
  pages   = {191--208},
}

@Article{Lee.2017,
  author  = {Lee, Sang Yoon Tim and Shin, Yongseok and Lee, Donghoon},
  title   = {The Option Value of Human Capital: Higher Education and Wage Inequality},
  journal = {NBER Working Paper},
  year    = {2017},
}

@Article{Leibowitz.1977,
  author  = {Leibowitz, Arleen},
  title   = {Parental Inputs and Children's Achievement},
  journal = {The Journal of Human Resources},
  year    = {1977},
  volume  = {12},
  number  = {2},
  pages   = {242--251},
}

@Article{Leibowitz.1974,
  author  = {Leibowitz, Arleen},
  title   = {Home Investments in Children},
  journal = {The Journal of Political Economy},
  year    = {1974},
  volume  = {82},
  number  = {2},
  pages   = {S111----S131},
}

@Article{Leibowitz1974,
  author  = {Leibowitz, Arleen},
  title   = {Home Investments in Children},
  journal = {Journal of Political Economy},
  year    = {1974},
  volume  = {82},
  number  = {S2},
  pages   = {S111},
  issn    = {0022-3808},
}

@Article{Lessem.2017,
  author    = {Rebecce Lessem and Carl Sanders},
  title     = {Immigrant Wage Growth in the United States: The Role of Occupational Upgrading},
  journal   = {Unpublished Manuscript},
  year      = {2017},
  owner     = {peisenha},
  timestamp = {2017.05.11},
}

@Article{Levhari.1974,
  author  = {Levhari, David and Weiss, Yoram},
  title   = {The Effect of Risk on the Investment in Human Capital},
  journal = {American Economic Review},
  year    = {1974},
  volume  = {64},
  number  = {6},
  pages   = {950--963},
}

@Article{Levitt.2003,
  author  = {Levitt, Pat},
  title   = {Structural and Functional Maturation of the Developing Primate Brain},
  journal = {Journal of Pediatrics},
  year    = {2003},
  volume  = {143},
  number  = {4},
  pages   = {35--45},
}

@Article{Lewbel.2007,
  author  = {Lewbel, Arthur},
  title   = {Endogenous selection or treatment model estimation},
  journal = {Journal of Econometrics},
  year    = {2007},
  volume  = {141},
  number  = {2},
  pages   = {777--806},
}

@InCollection{Leyffer.2010,
  author    = {Leyffer, Sven and Mahajan, Ashutosh},
  title     = {Software For Nonlinearly Constrained Optimization},
  booktitle = {Wiley Encyclopedia of Operations Research and Management Science},
  year      = {2010},
  editor    = {Cochran, James J and Cox, Louis A and Keskinocak, Pinar and Kharoufeh, Jeffrey P and Smith, J Cole},
  publisher = {John Wiley \& Sons},
  address   = {Hoboken, NJ},
}

@Article{Li.2002b,
  author  = {Li, Mingliang and Poirier, Dale J and Tobias, Justin L},
  title   = {Do Dropouts Suffer from Dropping Out? {E}stimation and Prediction of Outcome Gains in Generalized Selection Models},
  journal = {Working Paper},
  year    = {2002},
}

@Article{Li.2005,
  author  = {Li, Mingliang and Tobias, Justin L},
  title   = {Bayesian Analysis of Treatment Effects in an Ordered Potential Outcomes Model},
  journal = {Working Paper},
  year    = {2005},
}

@Article{Li.2010,
  author  = {Li, Tong},
  title   = {Indirect Inference in Structural Econometric Models},
  journal = {Journal of Econometrics},
  year    = {2010},
  volume  = {157},
  number  = {1},
  pages   = {120--128},
}

@Article{Li.2009,
  author  = {Li, Tong},
  title   = {Simulation Based Selection of Competing Structural Econometric Models},
  journal = {Journal of Econometrics},
  year    = {2009},
  volume  = {148},
  number  = {2},
  pages   = {114--123},
}

@Article{Li.2002,
  author  = {Li, Tong},
  title   = {Robust and Consistent Estimation of Nonlinear Errors-In-Variables Models},
  journal = {Journal of Econometrics},
  year    = {2002},
  volume  = {110},
  pages   = {1--26},
}

@Article{Li.1998,
  author  = {Li, Tong and Vuong, Quang},
  title   = {Nonparametric Estimation of the Measurement Error Model Using Multiple Indicators},
  journal = {Journal of Multivariate Analysis},
  year    = {1998},
  volume  = {65},
  number  = {2},
  pages   = {139--165},
}

@Article{Liebman.2013,
  author    = {Jeffrey B. Liebman and Neale Mahoney},
  title     = {Do Expiring Budgets Lead to Wasteful Year-End Spending? {E}vidence from Federal Procurement},
  journal   = {NBER Working Paper},
  year      = {2013},
  volume    = {19481},
  owner     = {peisenha},
  timestamp = {2017.02.17},
}

@Article{Lien.2001,
  author  = {Lien, N and Lytle, Leslie A and Klepp, Knut-Inge},
  title   = {Stability in Consumption of Fruit, Vegetables, and Sugary Foods in a Cohort from Age 14 to Age 21},
  journal = {Preventive Medicine},
  year    = {2001},
  volume  = {33},
  number  = {3},
  pages   = {217--226},
}

@Article{Lingxin.2008,
  author  = {Lingxin, Hao and Hotz, Joseph V and Jin, Ginger Z},
  title   = {Game Parents and Adolescents Play: Risky Behavior, Parental Reputation and Strategic Transfers},
  journal = {The Economic Journal},
  year    = {2008},
  volume  = {118},
  number  = {528},
  pages   = {515--555},
}

@Article{Lise.2012,
  author  = {Lise, Jeremy and Meghir, Costas and Robin, Jean-Marc},
  title   = {Matching, Sorting, and Wages},
  journal = {Unpublished Manuscript},
  year    = {2012},
}

@Article{Lise.2004,
  author  = {Lise, Jeremy and Seitz, Shannon and Smith, Jeffrey},
  title   = {Equilibrium Policy Experiments and the Evaluation of Social Programs},
  journal = {NBER Working Paper},
  year    = {2004},
  volume  = {unpublishe},
}

@Book{Liu.2008,
  Title                    = {Monte Carlo Strategies in Scientific Computing},
  Author                   = {Liu, Jun S},
  Publisher                = {Springer},
  Year                     = {2008},

  Address                  = {New York City, NY}
}

@Article{Liu.2000,
  author  = {Liu, Jun S and Sabatti, Chiara},
  title   = {Generalized Gibbs Sampler and Multigrid Monte Carlo for Bayesian Computation},
  journal = {Biometrika},
  year    = {2000},
  volume  = {87},
  number  = {2},
  pages   = {353--369},
}

@Article{Liwarska-Bizukojc2011,
  author   = {Liwarska-Bizukojc, Ewa and Olejnik, Dorota and Biernacki, Rafal and Ledakowicz, Stanislaw},
  title    = {Calibration of a complex activated sludge model for the full-scale wastewater treatment plant.},
  journal  = {Bioprocess and biosystems engineering},
  year     = {2011},
  volume   = {5},
  issn     = {1615-7605},
  abstract = {In this study, the results of the calibration of the complex activated sludge model implemented in BioWin software for the full-scale wastewater treatment plant are presented. Within the calibration of the model, sensitivity analysis of its parameters and the fractions of carbonaceous substrate were performed. In the steady-state and dynamic calibrations, a successful agreement between the measured and simulated values of the output variables was achieved. Sensitivity analysis revealed that upon the calculations of normalized sensitivity coefficient (S ( i,j )) 17 (steady-state) or 19 (dynamic conditions) kinetic and stoichiometric parameters are sensitive. Most of them are associated with growth and decay of ordinary heterotrophic organisms and phosphorus accumulating organisms. The rankings of ten most sensitive parameters established on the basis of the calculations of the mean square sensitivity measure ({\$}\delta{\$} ( j ) (msqr) ) indicate that irrespective of the fact, whether the steady-state or dynamic calibration was performed, there is an agreement in the sensitivity of parameters.},
  pmid     = {21293881},
}

@Article{Lizzeri.2008,
  author  = {Lizzeri, Alessandro and Siniscalchi, Marciano},
  title   = {Parental Guidance and Supervised Learning},
  journal = {The Quarterly Journal of Economics},
  year    = {2008},
  volume  = {123},
  number  = {3},
  pages   = {1161--1195},
}

@Article{Lleras-Muney.2002,
  author  = {Lleras-Muney, Adriana and Lichenberg, Frank R},
  title   = {The Effect of Education on Medical Technology Adoption: Are the More Educated More Likely to Use new Drugs?},
  journal = {NBER Working Paper},
  year    = {2002},
  number  = {9185},
}

@Article{Lochner.2012,
  author   = {Lochner, Lance J and Monge-Naranjo, Alexander},
  title    = {Credit Constraints in Education},
  journal  = {Annual Review of Economics},
  year     = {2012},
  volume   = {4},
  number   = {1},
  pages    = {225-256},
  abstract = {We review studies of the impact of credit constraints on the accumulation of human capital. Evidence suggests that credit constraints have recently become important for schooling and other aspects of households' behavior. We highlight the importance of early childhood investments, as their response largely determines the impact of credit constraints on the overall lifetime acquisition of human capital. We also review the intergenerational literature and examine the macroeconomic impacts of credit constraints on social mobility and the income distribution. A common limitation across all areas of the human capital literature is the imposition of ad hoc constraints on credit. We propose a more careful treatment of the structure of government student loan programs and the incentive problems underlying private credit. We show that endogenizing constraints on credit for human capital helps explain observed borrowing, schooling, and default patterns and offers new insights about the design of government policy.},
  eprint   = {https://doi.org/10.1146/annurev-economics-080511-110920},
}

@Article{Loeb.2007,
  author  = {Loeb, Susanna and Bridges, Margaret and Bassok, Daphna and Fuller, Bruce and Rumberger, Russell W},
  title   = {How Much is too Much? {T}he Influence of Preschool Centers on Children's Social and Cognitive Development},
  journal = {Economic of Education Review},
  year    = {2007},
  volume  = {26},
  number  = {1},
  pages   = {52--66},
}

@Book{Loehlin.2004,
  Title                    = {Latent Variable Models: An Introduction to Factor, Path, and Structural Equation Analysis},
  Author                   = {Loehlin, John C},
  Publisher                = {Erlbaum},
  Year                     = {2004},

  Address                  = {Mahwah, NJ}
}

@Article{Loewenstein.1992,
  author    = {Loewenstein, G. and Prelec, D.},
  title     = {{Anomalies in Intertemporal Choice: Evidence and an Interpretation}},
  journal   = {The Quarterly Journal of Economics},
  year      = {1992},
  volume    = {107},
  number    = {2},
  pages     = {573--597},
  issn      = {0033-5533},
  abstract  = {Research on decision making under uncertainty has been strongly influenced by the documentation of numerous expected utility (EU) anomalies--behaviors that violate the expected utility axioms. The relative lack of progress on the closely related topic of intertemporal choice is partly due to the absence of an analogous set of discounted utility (DU) anomalies. We enumerate a set of DU anomalies analogous to the EU anomalies and propose a model that accounts for the anomalies, as well as other intertemporal choice phenomena incompatible with DU. We discuss implications for savings behavior, estimation of discount rates, and choice framing effects.},
  isbn      = {0033-5533},
  pmid      = {9301312020},
  publisher = {Oxford University Press},
}

@Article{Loughran.2008,
  author  = {Loughran, David S and Datar, Ashlesha and Kilburn, Rebecca M},
  title   = {The Response of Household Parental Investment to Child Endowment},
  journal = {Review of Economics of the Household},
  year    = {2008},
  volume  = {6},
  number  = {3},
  pages   = {223--242},
}

@Article{Loury.1981,
  author  = {Loury, Glenn C},
  title   = {Intergenerational Transfers and the Distribution of Earnings},
  journal = {Econometrica},
  year    = {1981},
  volume  = {49},
  number  = {4},
  pages   = {843--867},
}

@Article{Low.2010,
  author  = {Low, Hamish and Meghir, Costas and Pistaferri, Luigi},
  title   = {Wage Risk and Employment Risk over the Life Cycle},
  journal = {American Economic Review},
  year    = {2010},
  volume  = {100},
  number  = {4},
  pages   = {1432--1467},
}

@TechReport{Low.2010a,
  author      = {Hamish Low and Luigi Pistaferri},
  title       = {Disability Risk, Disability Insurance and Life Cycle Behavior},
  institution = {National Bureau of Economic Research},
  year        = {2010},
  type        = {Working Paper},
  number      = {15962},
  month       = {May},
  abstract    = {This paper provides a life-cycle framework for weighing up the insurance value of disability benefits against the incentive cost. Within this framework, we estimate the life-cycle risks that individuals face in the US, as well as the parameters governing the disability insurance program, using indirect inference and longitudinal data on consumption, disability status, disability insurance receipt, and wages. We use our estimates to characterize the economic effects of disability programs and to consider how policy reforms would affect behaviour and standard measures of household welfare. Because of high levels of false rejections associated with the screening problem, average household welfare increases as the program becomes less strict, despite the worsening incentives that this implies. Incentives for false applications are reduced by reducing generosity and increasing reassessments and these policies also increase average household welfare, despite the worse insurance implied.},
  series      = {Working Paper Series},
}

@Article{Lucarelli.2006,
  author  = {Lucarelli, Claudio},
  title   = {An Analysis of the Medicare Prescription Drug Benefit},
  journal = {Unpublished Manuscript},
  year    = {2006},
}

@InCollection{Lucas.1977,
  Title                    = {Understanding Business Cycles},
  Author                   = {Lucas, Robert E},
  Booktitle                = {Statbilitzation of the Domestic and International Economy},
  Publisher                = {North Holland},
  Year                     = {1977},

  Address                  = {Amsterdam, Netherlands},
  Editor                   = {Brunner, K and Meltzer, A H}
}

@Article{Lucas.1972,
  author    = {Lucas, Robert E},
  title     = {Expectations and the Neutrality of Money},
  journal   = {Journal of Economic Theory},
  year      = {1972},
  volume    = {4},
  number    = {2},
  pages     = {103-124},
  owner     = {peisenha},
  timestamp = {2017.03.29},
}

@Book{Luce.1957,
  author    = {Luce, R. Duncan and Raiffa, Howard},
  title     = {Games and decisions: Introduction and critical survey},
  year      = {1957},
  publisher = {John Wiley \& Sons},
  address   = {New York},
  isbn      = {0471553417, 9780471553410},
}

@Book{Luce.1989,
  Title                    = {Games and Decisions},
  Author                   = {R. Duncan Luce and Howard Raiffa},
  Publisher                = {Dover Publications},
  Year                     = {1989},
  Address                  = {Mineola, NY},
  isbn                     = {0486659437, 9780486659435}
}

@Article{Ludwig.2001,
  author  = {Ludwig, J and Duncan, Greg J and Hirschfield, Paul},
  title   = {Urban Poverty and Juvenile Crime: Evidence from a Randomized Housing-Mobility Experiment},
  journal = {The Quarterly Journal of Economics},
  year    = {2001},
  volume  = {116},
  number  = {2},
  pages   = {665--679},
}

@Article{Ludwig.2007,
  author  = {Ludwig, Jens and Miller, Douglas L},
  title   = {Doea Head Start Improve Children's Life Chances? {E}vidence from a Regression Discontinuity Design},
  journal = {Quarterly Journal of Economics},
  year    = {2007},
  volume  = {122},
  number  = {1},
  pages   = {159--208},
}

@Article{LugoGil.2008,
  author  = {Lugo-Gil, Julieta and Tamis-LeMonda, Catherine S},
  title   = {Family Resources and Parenting Quality: Links to Children's Cognitive Development Across the First 3 Years},
  journal = {Child Development},
  year    = {2008},
  volume  = {79},
  number  = {4},
  pages   = {1065--1085},
}

@Book{Lumsdaine.1992,
  Title                    = {Three Models of Retirement: Computational Complexity versus Predictive Validity},
  Author                   = {Lumsdaine, Robin L and Stock, James H and Wise, David A},
  Publisher                = {University of Chicago Press},
  Year                     = {1992},

  Address                  = {Chicago, IL}
}

@Article{Lundberg.2009,
  author  = {Lundberg, Shelly and Romich, Jennifer L and Tsang, Kwok Ping},
  title   = {Decision-Making by Children},
  journal = {Review of Economics of the Household},
  year    = {2009},
  volume  = {7},
  number  = {1},
  pages   = {1--30},
}

@Article{Lutz.2010,
  author  = {{Lutz Peter F.; Sandner}, Malte},
  title   = {Zur Effizienz Frueher Hilfen: Forschungsdesign und erste Ergebnisse eines randomisierten kontrollierten Experiments},
  journal = {Vierteljahreshefte zur Wirtschaftsforschung},
  year    = {2010},
  volume  = {79},
  pages   = {79--97},
}

@Book{Lutz.2009,
  author    = {Lutz, Mark},
  title     = {Learning Python},
  year      = {2009},
  publisher = {O'Reilly Media},
  address   = {Sebastopol, CA},
}

@Article{Lytle.2003,
  author  = {Lytle, Leslie A and Kubik, Martha Y},
  title   = {Nutritional Issues for Adolescents},
  journal = {Best Practice \& Research Clinical Endocrinology \& Metabolism},
  year    = {2003},
  volume  = {17},
  number  = {2},
  pages   = {177--189},
}

@Article{Maeder.2014,
  author  = {M\"{a}der, Miriam and M\"{u}ller, Steffen and Riphahn, Regina T and Schwientek, Caroline},
  title   = {Intergenerational Transmission of Unemployment - Evidence from German Sons},
  journal = {Unpublished Manuscript},
  year    = {2014},
}

@Article{Maccheroni.2006,
  author  = {Maccheroni, Fabio and Marinacci, Massimo and Rustichini, Aldo},
  title   = {Ambiguity Aversion, Robustness, and the Variational Representation of Preferences},
  journal = {Econometrica},
  year    = {2006},
  volume  = {74},
  number  = {6},
  pages   = {1447--1498},
}

@Article{Maccheroni.2006a,
  author  = {Maccheroni, Fabio and Marinacci, Massimo and Rustichini, Aldo},
  title   = {Dynamic variational preferences},
  journal = {Journal of Economic Theory},
  year    = {2006},
  volume  = {128},
  number  = {1},
  pages   = {4--44},
}

@Article{Machado.2009,
  author  = {Machado, C and Shaikh, Azeem and Vytlacil, Edward J},
  title   = {Instrumental Variables and the Sign of the Average Treatment Effect},
  journal = {Working Paper},
  year    = {2009},
}

@Article{Machina.1989,
  author  = {Machina, Mark J},
  title   = {Dynamic Consistency and Non-Expected Utility Models of Choice under Uncertainty},
  journal = {Journal of Economic Literature},
  year    = {1989},
  volume  = {27},
  number  = {4},
  pages   = {1622--1668},
}

@Article{Machina.1992,
  author  = {Machina, Mark J and Schmeidler, David},
  title   = {A More Robust Definition of Subjective Probability},
  journal = {Econometrica},
  year    = {1992},
  volume  = {60},
  number  = {4},
  pages   = {745--780},
}

@Article{Madansky.1964,
  author  = {Madansky, Albert},
  title   = {Instrumental Variables in Factor Analysis},
  journal = {Psychometrika},
  year    = {1964},
  volume  = {26},
  number  = {2},
  pages   = {105--113},
}

@Article{Magnac.2002,
  author  = {Magnac, Thierry and Thesmar, David},
  title   = {Identifying dynamic discrete decision processes},
  journal = {Econometrica},
  year    = {2002},
  volume  = {70},
  number  = {2},
  pages   = {801--816},
}

@Article{Magnuson.2007,
  author   = {Magnuson, K and Ruhm, C and Waldfogel, J},
  title    = {Does prekindergarten improve school preparation and performance?},
  issn     = {02727757},
  number   = {1},
  pages    = {33--51},
  volume   = {26},
  journal  = {Economics of Education Review},
  keywords = {child care, preschool, school readiness},
  year     = {2007},
}

@Article{Mahler.2011,
  author  = {Mahler, Jonathan},
  title   = {Reformed School},
  journal = {New York Times Sunday Magazine},
  year    = {2011},
}

@Article{Majd.1987,
  author  = {Majd, Saman and Pindyck, Robert S.},
  title   = {Time to build, option value, and investment decisions},
  journal = {Journal of Financial Economics},
  year    = {1987},
  volume  = {18},
  number  = {1},
  pages   = {7--27},
}

@Book{Manski.2013,
  Title                    = {Public policy in an uncertain world: Analysis and decisions},
  Author                   = {Manski, Charles F.},
  Publisher                = {Harvard University Press},
  Year                     = {2013},

  Address                  = {Cambridge, MA}
}

@Article{Manski.2012,
  author  = {Manski, Charles F.},
  title   = {Identification of Treatment Response with Social Interactions},
  journal = {Journal of Econometrics},
  year    = {2012},
  volume  = {forthcomin},
}

@Article{Manski.2009,
  author    = {Manski, Charles F.},
  title     = {{The 2009 Lawrence R. Klein Lecture}: Diversified Treatment Choice under Ambiguity},
  journal   = {International Economic Review},
  year      = {2009},
  volume    = {50},
  number    = {4},
  pages     = {1013-1041},
  owner     = {peisenha},
  timestamp = {2017.03.28},
}

@Book{Manski.2008,
  Title                    = {Identification and for Prediction and Decision},
  Author                   = {Manski, Charles F.},
  Publisher                = {Princeton University Press},
  Year                     = {2008},

  Address                  = {Princeton, NJ}
}

@Book{Manski.2005,
  Title                    = {Social Choice with Partial Knowledge of Treatment Response},
  Author                   = {Manski, Charles F.},
  Publisher                = {Princeton University Press},
  Year                     = {2005},

  Address                  = {Princeton, NJ}
}

@Article{Manski.2004,
  author  = {Manski, Charles F},
  title   = {Statistical Treatment Rules for Heterogeneous Populations},
  journal = {Econometrica},
  year    = {2004},
  volume  = {72},
  number  = {4},
  pages   = {1221--1246},
}

@Article{Manski.2004a,
  author  = {Manski, Charles F.},
  title   = {Measuring Expectations},
  journal = {Econometrica},
  year    = {2004},
  volume  = {72},
  number  = {5},
  pages   = {1329--1376},
}

@Article{Manski.1990,
  author  = {Manski, Charles F.},
  title   = {Nonparametric Bounds on Treatment Effects},
  journal = {American Economic Review},
  year    = {1990},
  volume  = {80},
  number  = {2},
  pages   = {319--323},
}

@Article{Manski.1977,
  author  = {Manski, Charles F and Lerman, Steven R},
  title   = {The Estimation of Choice Probabilities from Choice Based Samples},
  journal = {Econometrica},
  year    = {1977},
  volume  = {45},
  number  = {8},
  pages   = {1977--1988},
}

@Article{Manski.2000,
  author  = {Manski, Charles F. and Pepper, John V},
  title   = {Monotone Instrumental Variables: With an Application to the Returns to Schooling},
  journal = {Econometrica},
  year    = {2000},
  volume  = {68},
  number  = {4},
  pages   = {997--1010},
}

@Book{Mariano.2008,
  Title                    = {Simulation-based Inference in Econometrics: Methods and Applications},
  Author                   = {Mariano, Roberto and Schuermann, Til and Weeks, Melvyn J},
  Publisher                = {Cambridge University Press},
  Year                     = {2008},

  Address                  = {Cambridge, NY}
}

@article{Marinacci.2003,
	title={Introduction to the Mathematics of Ambiguity},
	author={Marinacci, Massimo and Montrucchio, Luigi},
	year={2003}
}

@Article{Marinacci.2015,
  author    = {Marinacci, Massimo},
  title     = {Model uncertainty},
  journal   = {Journal of the European Economic Association},
  year      = {2015},
  volume    = {13},
  number    = {6},
  pages     = {1022--1100},
  publisher = {Wiley Online Library},
}

@article{Markowitz.1959,
	title={Portfolio selection: Efficient Diversification of Investment},
	author={Markowitz, Harry},
	journal={Investment under Uncertainty},
	year={1959},
	publisher={Princeton University Press}
}

@Book{Maronna.2006,
  Title                    = {Robust Statistics: Theory and Methods},
  Author                   = {Maronna, Ricardo A. and Martin, Douglas A. and Yohai, Victor J.},
  Publisher                = {John Wiley \& Sons},
  Year                     = {2006},
  Series                   = {Wiley Series in Probability and Statistics}
}

@Article{Marsaglia.1968,
  author  = {Marsaglia, G},
  title   = {Random numbers fall mainly in the planes},
  journal = {Proceedings of the National Academy of Sciences},
  year    = {1968},
  volume  = {61},
  number  = {1},
  pages   = {25--28},
}

@InCollection{Marschak.1953,
  Title                    = {Econometric Measurements for Policy Predictions},
  Author                   = {Marschak, Jacob},
  Booktitle                = {Studies in Econometric Method},
  Publisher                = {Wiley},
  Year                     = {1953},

  Address                  = {New York City, NY},
  Editor                   = {Hood, W and Koopmans, T},
  Pages                    = {1--26}
}

@Book{Marsh.1990,
  Title                    = {Self-Description Questionnaire I},
  Author                   = {Marsh, H W},
  Publisher                = {Austrailian University of Western Sydney},
  Year                     = {1990},

  Address                  = {Campelltown, New South Wales}
}

@InCollection{Marshak.1953,
  Title                    = {Economic Measurements for Policy and Prediction},
  Author                   = {Marshak, Jacob},
  Booktitle                = {Cowles Comission for Research in Economics},
  Publisher                = {Wiley},
  Year                     = {1953},

  Address                  = {London, UK},
  Editor                   = {Cowles Comission},
  Pages                    = {1--26}
}

@Book{Marshall.1890,
  title     = {Principles of Economics},
  publisher = {Macmillan and Co., Ltd.},
  year      = {1890},
  author    = {Alfred Marshall},
  address   = {London, United Kingdom},
  owner     = {peisenha},
  timestamp = {2017.03.29},
}

@Article{Martinelli.2003,
  author  = {Martinelli, Ceasar and Parker, Susan W},
  title   = {Should Transfers to Poor Families be Conditional on School Attendance? {A} Household Bargaining Perspective},
  journal = {International Economic Review},
  year    = {2003},
  volume  = {44},
  number  = {2},
  pages   = {523--544},
}

@Article{Martins.2010,
  author  = {Martins, Pedro},
  title   = {Can Targeted, Non-Cognitive Skills Programs Improve Achievement? {E}vidence from {EPIS}},
  journal = {IZA Discussion Paper},
  year    = {2010},
  volume  = {No. 5266},
}

@Article{Matsumoto.1998,
  author  = {Matsumoto, Makoto and Nishimura, Takuji},
  title   = {Mersenne Twister: A 623-dimensionally equidistributed uniform pseudo-random number generator},
  journal = {ACM Transactions on Modeling and Computer Simulation},
  year    = {1998},
}

@InCollection{Matzkin.2007,
  Title                    = {Nonparametric Identification},
  Author                   = {Matzkin, Rosa},
  Booktitle                = {Handbook of Econometrics},
  Publisher                = {Elsevier Science},
  Year                     = {2007},

  Address                  = {Amsterdam, NL},
  Editor                   = {Heckman, James J and Leamer, Edward E}
}

@Article{Matzkin.1992,
  author  = {Matzkin, Rosa L},
  title   = {Nonparametric and Distribution-Free Estimation of the Binary Threshold Crossing and the Binary Choice Models},
  journal = {Econometrica},
  year    = {1992},
  volume  = {60},
  number  = {2},
  pages   = {239--270},
}

@TechReport{Maxfield.2003,
  author      = {Maxfield, Myles and Schirm, Allen and Rodriguez-Planas, Núria},
  title       = {The Quantum Opportunity Program Demonstration: Implementation and Short-Term Impacts},
  institution = {Mathematica Policy Research},
  year        = {2003},
  type        = {Mathematica Policy Research Reports},
  keywords    = {QOP; Quantum Opportunity Program; Short-Term Impacts},
}

@Article{Maxwell.1877,
  author  = {Maxwell, James Clerk},
  title   = {The Kinetic Theory of Gases},
  journal = {Nature},
  year    = {1877},
  volume  = {16},
  pages   = {242--246},
}

@Book{MaydeuOlivares.2005,
  Title                    = {Contemporary Psychometrics: A Festschrift for Roderick P. McDonald},
  Author                   = {Maydeu-Olivares, Albert and McDonald, Roderick P},
  Publisher                = {Erlbaum},
  Year                     = {2005},

  Address                  = {Mahwah, NJ},
  Series                   = {Multivariate applications series}
}

@Book{Mayer.1997,
  Title                    = {What Money Can't Buy: Family Income and Children's Life Chance},
  Author                   = {Mayer, Susan E},
  Publisher                = {Cambridge University Press},
  Year                     = {1997},

  Address                  = {Cambridge, MA}
}

@Article{Mayer.2008,
  author  = {Mayer, Susan E and Lopoo, Leonard M},
  title   = {Government Spending and Intergenerational Mobility},
  journal = {Journal of Public Economics},
  year    = {2008},
  volume  = {92},
  number  = {1-2},
  pages   = {139--158},
}

@Article{Mazumder.2005,
  author  = {Mazumder, Bhashkar},
  title   = {Fortunate Sons: New Estimates of Intergenerational Mobility in the United States Using Social Security Earnings Data},
  journal = {Review of Economics and Statistics},
  year    = {2005},
  volume  = {87},
  number  = {2},
  pages   = {235--255},
}

@Article{Mazumder.2001,
  author  = {Mazumder, Bhashkar},
  title   = {The Mis-Measurement of Permanent Earnings: New Evidence From Social Security Earnings Data},
  journal = {Federal Reserve Bank of Chicago Working Paper},
  year    = {2001},
  number  = {24},
}

@Article{McClelland.2000,
  author  = {McClelland, Megan M and Morrison, Frederick J and Holmes, Deborah L},
  title   = {Children at Risk for Early Academic Problems: The Role of Learning-Related Social Skills},
  journal = {Earl},
  year    = {2000},
  volume  = {15},
  pages   = {307--329},
}

@Book{McConnell.2004,
  Title                    = {Code Complete: A Practical Handbook of Software Construction},
  Author                   = {McConnell, Steve},
  Publisher                = {Microsoft Press},
  Year                     = {2004},

  Address                  = {Redmond, WA}
}

@Article{McCullough.2003,
  author  = {McCullough, Bruce D. and Vinod, Hrishikesh D.},
  title   = {Verifying the Solution from a Nonlinear Solver: A Case Study},
  journal = {American Economic Review},
  year    = {2003},
  volume  = {93},
  number  = {3},
  pages   = {873--892},
}

@Article{McCullough.1999,
  author  = {McCullough, B D and Vinod, H D},
  title   = {The Numerical Reliability of Econometric Software},
  journal = {Journal of Economic Literature},
  year    = {1999},
  volume  = {37},
  number  = {2},
  pages   = {633--665},
}

@Article{McElroy.1985,
  author  = {McElroy, Marjorie B},
  title   = {The Joint Determination of Household Membership and Market Work: The Case of Young Men},
  journal = {Journal of Labor Economics},
  year    = {1985},
  volume  = {3},
  number  = {3},
  pages   = {293--316},
}

@Article{McFadden.1974,
  author  = {McFadden, Daniel},
  title   = {The Measurement of Urban Travel Demand},
  journal = {Journal of Public Economics},
  year    = {1974},
  volume  = {3},
  number  = {4},
  pages   = {303--328},
}

@Article{McFadden.1994,
  author  = {McFadden, Daniel and Ruud, Paul A},
  title   = {Estimation by Simulation},
  journal = {Review of Economics and Statistics},
  year    = {1994},
  volume  = {76},
  number  = {4},
  pages   = {591--608},
}

@Article{McFadden.1977,
  author  = {McFadden, Daniel and Talvitie, Antti and Cosslett, Stephen and Hasan, Ibrahim and Johnson, Michael and Reid, Fred and Train, Kenneth},
  title   = {Demand model estimation and validation},
  journal = {Urban Travel Demand Forecasting Project, Phase},
  year    = {1977},
  volume  = {1},
}

@Book{McFadden.1977a,
  Title                    = {Validation of Disaggregate Travel Demand Models: Some Tests},
  Author                   = {McFadden, Daniel and Talvitie, A P and Associates},
  Publisher                = {University of California},
  Year                     = {1977},

  Address                  = {Berkeley, CA}
}

@Article{McFadden.1989,
  author  = {Daniel L. McFadden},
  title   = {A Method of Simulated Moments for Estimation of Discrete Response Models Without Numerical Integration},
  journal = {Econometrica},
  year    = {1989},
  volume  = {57},
  number  = {5},
  pages   = {995--1026},
}

@InCollection{Rust.1996,
  author    = {Rust, John},
  title     = {Numerical dynamic programming in economics},
  booktitle = {Handbook of {C}omputational {E}conomics},
  publisher = {Elsevier Science},
  year      = {1996},
  editor    = {Amman, Hans M. and Kendrick, David A. and Rust, John},
  volume    = {1},
  pages     = {619--729},
  address   = {Amsterdam, Netherlands},
}

@InProceedings{Pandas.2010,
  Title                    = {Data Structures for Statistical Computing in Python},
  Author                   = {McKinney, Wes},
  Booktitle                = {Proceedings of the 9th Python in Science Conference},
  Year                     = {2010},
  Editor                   = {van der Walt, St{\'{e}}fan and Millman, Jarrod},
  Pages                    = {51--56}
}

@Book{McLachlan.2000,
  Title                    = {Finite Mixture Models},
  Author                   = {McLachlan, Geoffrey and Peel, David},
  Publisher                = {Wiley},
  Year                     = {2000},

  Address                  = {New York City, NY}
}

@Article{McLanahan.2004,
  author  = {McLanahan, Sara},
  title   = {Diverging Destinies: How Children are Faring Under the Second Demographic Transition},
  journal = {Demography},
  year    = {2004},
  volume  = {41},
  pages   = {607--627},
}

@Book{McLanahan.1994,
  Title                    = {Growing Up with a Single Parent: What Hurts, What Helps?},
  Author                   = {McLanahan, Sara},
  Publisher                = {Harvard University Press},
  Year                     = {1994},

  Address                  = {Cambridge, MA}
}

@Article{McLean1992,
  author  = {McLean, D L},
  title   = {Book Review: Social Skills Rating System (SSRS)},
  journal = {Journal of Psychoeducational Assessment},
  year    = {1992},
  volume  = {10},
  number  = {2},
  pages   = {196--205},
  issn    = {0734-2829},
}

@Article{Meaney.2001,
  author  = {Meaney, Michael J},
  title   = {Maternal Care, Gene Expression, and the Transmission of Individual Differences in Stress Reactivity Across Generations},
  journal = {Annual Review of Neuroscience},
  year    = {2001},
  volume  = {24},
  number  = {1},
  pages   = {1161--1192},
}

@Article{Meara.2008,
  author  = {Meara, Ellen R and Richards, Seth and Cutler, David M},
  title   = {The Gaps Gets Bigger: Changes in Mortality and Life Expectancy, By Education, 1981-200},
  journal = {Health Affairs},
  year    = {2008},
  volume  = {27},
  number  = {2},
  pages   = {350--360},
}

@Article{Meggido.1971,
  author  = {Meggido, N and Tamir, A},
  title   = {An O(n log n) Algorithm for a Class of Matching Problems},
  journal = {SIAM Journal of Computing},
  year    = {1971},
  volume  = {7},
  number  = {2},
  pages   = {154--157},
}

@Article{Meghir.2008,
  author  = {Meghir, Costas},
  title   = {Dynamic Models for Policy Evaluation},
  journal = {IFS Working Paper},
  year    = {2008},
}

@Article{Meghir.2001,
  author  = {Meghir, Costas and Palme, Marten},
  title   = {The Effect of a Social Experiment in Education},
  journal = {IFS Working Paper},
  year    = {2001},
  volume  = {11},
}

@InCollection{Meghir.2011,
  author    = {Meghir, Costas and Pistaferri, Luigi},
  title     = {Earnings, Consumption and Life Cycle Choices},
  booktitle = {Handbook of Labor Economics},
  year      = {2011},
  editor    = {Ashenfelter, Orley and Card, David},
  volume    = {4B},
  publisher = {Elsevier Science},
  pages     = {773--854},
  address   = {Amsterdam, Netherlands},
}

@Article{Mela.1999,
  author  = {Mela, David J},
  title   = {Food Choice and Intake: The Human Factor},
  journal = {Proceedings of the Nutrition Society},
  year    = {1999},
  volume  = {58},
  pages   = {513--521},
}

@InCollection{Meyer.2014,
  author    = {Meyer, Jack},
  title     = {The Theory of Risk and Risk Aversion},
  booktitle = {Handbook of the Economics of Risk and Uncertainty},
  publisher = {North-Holland},
  year      = {2014},
  editor    = {Machina, M. J. and Viscusi, Kip},
  volume    = {1},
  chapter   = {3},
  pages     = {99--133},
  address   = {Amsterdam, Netherlands},
}

@Book{Miao.2014,
  Title                    = {Economic Dynamics in Discrete Time},
  Author                   = {Miao, Jianjun},
  Publisher                = {MIT Press},
  Year                     = {2014},

  Address                  = {Cambridge, MA}
}

@Book{Miller.2007,
  Title                    = {Complex Adaptive Systems: An Introduction to Computational Models},
  Author                   = {Miller, John H and Page, Scott E},
  Publisher                = {Princeton University Press},
  Year                     = {2007},

  Address                  = {Princeton, NJ}
}

@Article{Miller.1984,
  author  = {Miller, Robert A},
  title   = {Job Matching and Occupational Choice},
  journal = {The Journal of Political Economy},
  year    = {1984},
  volume  = {92},
  number  = {6},
  pages   = {1086--1120},
}

@Article{Millner.2013,
  author  = {Millner, Antony and Dietz, Simon and Heal, Geoffrey},
  title   = {Scientific ambiguity and climate policy},
  journal = {Environmental and Resource Economics},
  year    = {2013},
  volume  = {55},
  number  = {1},
  pages   = {21--46},
}

@Book{Mincer.1974,
  Title                    = {Schooling, experience and earnings},
  Author                   = {Mincer, Jacob},
  Publisher                = {National Bureau of Economic Research},
  Year                     = {1974},

  Address                  = {New York City, NY}
}

@Article{Mincer.1958,
  author  = {Mincer, Jacob},
  title   = {Investment in Human Capital and Personal Income Distribution},
  journal = {Journal of Political Economy},
  year    = {1958},
  volume  = {66},
  number  = {4},
  pages   = {281--302},
}

@Book{Miranda.2002,
  Title                    = {Applied Computational Economics and Finance},
  Author                   = {Miranda, Mario S and Fackler, Walter D},
  Publisher                = {MIT Press},
  Year                     = {2002}
}

@Book{Mirrlees.2011,
  Title                    = {Tax by design},
  Author                   = {Mirrlees, J. and Adam, S. and Besley, T. and Bond, S. and Chote, R. and Gammie, M. and Johnson, P. and Myles, G. and Poterba, J.M.},
  Editor                   = {Oxford University Press},
  Publisher                = {Institute for Fiscal Studies (ifs) and Mirrlees, J.},
  Year                     = {2011},

  Owner                    = {EMP},
  Timestamp                = {2017.10.20}
}

@Book{Mises.1931,
  Title                    = {Wahrscheinlichkeitsrechnung},
  Author                   = {Mises, R},
  Publisher                = {Springer},
  Year                     = {1931},

  Address                  = {Berlin, GER}
}

@Article{Misra.2011,
  author  = {Misra, Sanjong and Nair, Harikesh S},
  title   = {A Structural Model of Sales-Force Compensation Dynamics: Estimation and Field Implementation},
  journal = {Quantitative Marketing and Economics},
  year    = {2011},
  volume  = {9},
  number  = {3},
  pages   = {211--257},
}

@Book{Mitchell.1997,
  Title                    = {Machine Learning},
  Author                   = {Mitchell, Tom M},
  Publisher                = {McGraw-Hill},
  Year                     = {1997},

  Address                  = {Columbus, OH}
}

@Article{Moav.2008,
  author  = {Moav, Omer and Neeman, Zvika},
  title   = {Bling Bling, Human Capital, and Poverty},
  journal = {Unpublished Manuscript},
  year    = {2008},
}

@Article{Mokdad.2004,
  author  = {Mokdad, Ali H and Marks, James S and Stroup, Donna F and Gerberding, Julie L},
  title   = {Actual Causes of Death in the United States, 2000},
  journal = {Journal of American Medical Association},
  year    = {2004},
  volume  = {291},
  number  = {10},
  pages   = {1238--1245},
}

@Article{Moon.2008,
  author  = {Moon, Soeng Hyoek},
  title   = {Skill - Formation Technology and Multi - Dimensional Parental Investment},
  journal = {Working Paper},
  year    = {2008},
  volume  = {The Univer},
}

@Article{Wild.2009,
  author  = {Mor{\'{e}}, Jorge J and Wild, Stefan M},
  title   = {Benchmarking Derivative-free Optimization Algorithms},
  journal = {SIAM Journal on Optimization},
  year    = {2009},
  volume  = {20},
  number  = {1},
  pages   = {172--191},
}

@InCollection{Morales.2004,
  author    = {Morales, Dolores Romero and Romeijn, H Edwin},
  title     = {The Generalized Assignment Problem and Extensions},
  booktitle = {Handbook of Combinatorial Optimization},
  year      = {2004},
  editor    = {Du, D.-Z. and Pardalos, P M},
  volume    = {5},
  publisher = {Springer, NY},
  pages     = {259--311},
}

@Article{Morin.2012,
  author  = {Morin, A and Urban, J and Adams, P D and Foster, I and Sali, A and Baker, D and Sliz1, P},
  title   = {Shining Light into Black Boxes},
  journal = {Science},
  year    = {2012},
  volume  = {336},
  number  = {6078},
  pages   = {159--160},
}

@Article{Morris.2005,
  author  = {Morris, Pamela and Duncan, Greg J and Clark-Kauffman, Elizabeth},
  title   = {Child Well-Being in an Era of Welfare Reform: The Sensitivity of Transitions in Development to Policy Change},
  journal = {Developmental Psychology},
  year    = {2005},
  volume  = {41},
  number  = {6},
  pages   = {919--932},
}

@Article{Mourifie.2015,
  author  = {Mourifie, Ismael and Henry, Marc and Meango, Romuald},
  title   = {Sharp Bounds for the Roy Model},
  journal = {Unpublished Manuscript},
  year    = {2015},
}

@Article{Mueller.2015,
	title={The Criminal and Labor Market Impacts of Incarceration},
	author={Mueller-Smith, Michael},
	journal={Unpublished Working Paper},
	volume={18},
	year={2015}
}

@Article{Muenning.2006,
  author  = {Muenning, Peter and Lubetkin, Erica and Jia, Haomiao and Franks, Peter},
  title   = {Gender and the Burden of Disease Attributable to Obesity},
  journal = {American Journal of Public Health},
  year    = {2006},
  volume  = {96},
  number  = {9},
  pages   = {1662--1668},
}

@Book{Mulaik.1972,
  Title                    = {The Foundations of Factor Analysis},
  Author                   = {Mulaik, Stanley A},
  Publisher                = {McGraw-Hill},
  Year                     = {1972},

  Address                  = {New York City, NY}
}

@Book{Mulligan.1997,
  Title                    = {Parental Priorities and Economic Inequality},
  Author                   = {Mulligan, Casey B},
  Publisher                = {University of Chicago Press},
  Year                     = {1997},

  Address                  = {Chicago, IL}
}

@TechReport{TAO.2012,
  Title                    = {TAO 2.0 Users Manual},
  Author                   = {Munson, Todd and Sarich, Jason and Wild, Stefan and Benson, Steven and McInnes, Lois Curfman},
  Institution              = {Argonne National Laboratory},
  Year                     = {2012}
}

@Article{Murnane.1995,
  author  = {Murnane, Richard J and Willett, Johm B and Levy, Frank},
  title   = {The Growing Importance of Cognitive Skills in Wage Determination},
  journal = {Review of Economics and Statistics},
  year    = {1995},
  volume  = {77},
  number  = {2},
  pages   = {251--266},
}

@Article{Must.1999,
  author   = {Must, Aviva and Spadano, Jennifer and Coakley, Eugenie H and Field, Alison E and Colditz, Graham and Dietz, William H},
  title    = {The Disease Burden Associated With Overweight and Obesity},
  journal  = {Journal of American Medical Society},
  year     = {1999},
  volume   = {282},
  number   = {16},
  pages    = {1523--1529},
  issn     = {0098-7484},
  abstract = {Context Overweight and obesity are increasing dramatically in the United States and most likely contribute substantially to the burden of chronic health conditions. Objective To describe the relationship between weight status and prevalence of health conditions by severity of overweight and obesity in the US population. Design and Setting Nationally representative cross-sectional survey using data from the Third National Health and Nutrition Examination Survey (NHANES III), which was conducted in 2 phases from 1988 to 1994. Participants A total of 16,884 adults, 25 years and older, classified as overweight and obese (body mass index [BMI] [{\textgreater}=]25 kg/m2) based on National Institutes of Health recommended guidelines. Main Outcome Measures Prevalence of type 2 diabetes mellitus, gallbladder disease, coronary heart disease, high blood cholesterol level, high blood pressure, or osteoarthritis. Results Sixty-three percent of men and 55{\%} of women had a body mass index of 25 kg/m2 or greater. A graded increase in the prevalence ratio (PR) was observed with increasing severity of overweight and obesity for all of the health outcomes except for coronary heart disease in men and high blood cholesterol level in both men and women. With normal-weight individuals as the reference, for individuals with BMIs of at least 40 kg/m2 and who were younger than 55 years, PRs were highest for type 2 diabetes for men (PR, 18.1; 95{\%} confidence interval [CI], 6.7-46.8) and women (PR, 12.9; 95{\%} CI, 5.7-28.1) and gallbladder disease for men (PR, 21.1; 95{\%} CI, 4.1-84.2) and women (PR, 5.2; 95{\%} CI, 2.9-8.9). Prevalence ratios generally were greater in younger than in older adults. The prevalence of having 2 or more health conditions increased with weight status category across all racial and ethnic subgroups. Conclusions Based on these results, more than half of all US adults are considered overweight or obese. The prevalence of obesity-related comorbidities emphasizes the need for concerted efforts to prevent and treat obesity rather than just its associated comorbidities.},
  pmid     = {25905320},
}

@Article{Mustonen.1997,
	title={A Measure for Total Variability in Multivariate Normal Distribution},
	author={Mustonen, Seppo},
	journal={Computational Statistics \& Data Analysis},
	volume={23},
	number={3},
	pages={321--334},
	year={1997},
}

@Article{Muth.1961,
  author  = {Muth, John F},
  title   = {Rational Expectations and the Theory of Price Movements},
  journal = {Econometrica},
  year    = {1961},
  volume  = {29},
  number  = {3},
  pages   = {315--335},
}

@Book{Najarian.2009,
  Title                    = {Early Childhood Longitudinal Study, Kindergarten Class of 1998-99 (ECLS-K): Psychometric Report for the Eigth Grade},
  Author                   = {Najarian, Michelle and Pollak, Judith M and Sorongon, Alberto G and Hausken, Elvira G},
  Publisher                = {U.S. Department of Education},
  Year                     = {2009},

  Address                  = {Washington, D.C.}
}

@InCollection{Nardo.2011,
  Title                    = {Program Evaluation and Research Designs},
  Author                   = {di Nardo, John and Lee, David S},
  Booktitle                = {Handbook of Labor Economics},
  Publisher                = {Elsevier Science},
  Year                     = {2011},

  Address                  = {Ansterdam, Netherlands},
  Editor                   = {Ashenfelter, Orley and Car, David},
  Pages                    = {436--536},
  Volume                   = {4A}
}

@Book{Council.2012,
  Title                    = {Assessing the reliability of complex models: Mathematical and statistical foundations of verification, validation, and uncertainty quantification},
  Author                   = {{National Research Council}},
  Publisher                = {The National Academies Press},
  Year                     = {2012},
  Address                  = {Washington, DC}
}

@Article{Navarro.2011,
  author  = {Navarro, Salvador},
  title   = {Using Observed Choices to Infer Agent's Information: Reconsidering the Importance of Borrowing Constraints, Uncertainty and Preferences in College Attendence},
  journal = {CIBC Working Paper Series},
  year    = {2011},
}

@Article{Neal.1996,
  author  = {Neal, Derek A. and Johnson, William R.},
  title   = {The Role of Premarket Factors in Black-White Wage Differences},
  journal = {Journal of Political Economy},
  year    = {1996},
  volume  = {104},
  number  = {5},
  pages   = {869--895},
}

@Article{Neal.2001,
  author  = {Neal, R and {Brayne C.} and Johnson, A L},
  title   = {Cognition and Survival: An exploration in a Large Multicentre Study},
  journal = {International Journal of Epodemiology},
  year    = {2001},
  volume  = {30},
  number  = {6},
  pages   = {1383--1388},
}

@Article{Nehring.2009,
  author  = {Nehring, Klaus},
  title   = {Imprecise probabilistic beliefs as a context for decision-making under ambiguity},
  journal = {Journal of Economic Theory},
  year    = {2009},
  volume  = {144},
  number  = {3},
  pages   = {1054--1091},
}

@Article{Neidell.2008,
  author  = {Neidell, Matthew and Waldfogel, Jane},
  title   = {Cognitive and Noncognitive Peer Effects in Early Education},
  journal = {Review of Economics and Statistics},
  year    = {2010},
  pages   = {forthcoming},
}

@Book{Nelsen.2007,
  Title                    = {An Introduction to Copulas},
  Author                   = {Nelsen, Roger B},
  Publisher                = {Springer},
  Year                     = {2007},

  Address                  = {New York City, NY}
}

@Book{NHIS,
  title     = {National {H}ealth {I}nterview {S}urvey},
  year      = {2018},
  publisher = {https://www.cdc.gov/nchs/nhis/index.htm},
  address   = {National Center for Health Statistics. Retrieved from},
}

@Article{NICHD.2000,
  author  = {NICHD Early Child Care Research Network},
  title   = {The Relation of Child Care to Cognitive and Language Development},
  journal = {Child Development},
  year    = {2000},
  volume  = {71},
  number  = {4},
  pages   = {960--980},
}

@Article{NICHD.1999,
  author  = {NICHD Early Child Care Research Network},
  title   = {Child Outcomes When Child Care Center Classes Meet Recommended Standards for Quality},
  journal = {American Journal of Public Health},
  year    = {1999},
  volume  = {89},
  number  = {7},
  pages   = {1072--1077},
}

@Article{Neumann.1928,
  author  = {von Neumann, John},
  title   = {Zur Theorie der Gesellschaftsspiele},
  journal = {Mathmatsche Annalen},
  year    = {1928},
  volume  = {100},
  pages   = {295--320},
}

@Book{Neumann.1944,
  title     = {Theory of games and economic behavior},
  publisher = {Princeton University Press},
  year      = {1944},
  author    = {von Neumann, John and Morgenstern, Oskar},
  address   = {Princeton, NJ},
}

@Article{Nevo.2010,
  author  = {Nevo, Aviv and Whinston, Michael D},
  title   = {Taking the Dogma out of Econometrics: Structural Modeling and Credible Inference},
  journal = {Journal of Economic Perspectives},
  year    = {2010},
  volume  = {24},
  number  = {2},
  pages   = {69--82},
  issn    = {0895-3309},
}

@Article{Newcomba.1993,
  author  = {Newcomba, Andrew F and Bukowskib, William M and Patteea, Linda},
  title   = {Children's Peer Relations: {\{}A {\}Meta-Analytic Review of Popular, Rejected, Neglected, Controversial, and Average Sociometric Status}},
  journal = {Psychological Bulletin},
  year    = {1993},
  volume  = {113},
  pages   = {99--128},
}

@Article{Newport.1990,
  author  = {Newport, Elissa L},
  title   = {Maturational Constraints on Language Learning},
  journal = {Cognitive Science},
  year    = {1990},
  volume  = {14},
  number  = {1},
  pages   = {11--28},
}

@Article{NICHD.2003,
  author  = {NICHD and Duncan, Greg J},
  title   = {Modeling the Impacts of Child Care Quality on Children's Preschool Cognitive Development},
  journal = {Child Development},
  year    = {2003},
  volume  = {74},
  number  = {5},
  pages   = {1454--1475},
}

@Article{Nielsen.2010,
	title={Estimating the Effect of Student Aid on College Enrollment: Evidence from a Government Grant Policy Reform},
	author={Nielsen, Helena Skyt and S{\o}rensen, Torben and Taber, Christopher},
	journal={American Economic Journal: Economic Policy},
	volume={2},
	number={2},
	pages={185--215},
	year={2010}
}

@InProceedings{Nilim.2004,
  Title                    = {Robustness in {M}arkov Decision Problems with Uncertain Transition Matrices},
  Author                   = {Nilim, Arnab and {El Ghaoui}, Laurent},
  Booktitle                = {Advances in Neural Information Processing Systems 16},
  Year                     = {2004},

  Address                  = {Cambridge, MA},
  Editor                   = {Thrun, S and Saul, L K and Sch\"{o}lkopf, B},
  Pages                    = {839--846},
  Publisher                = {MIT Press}
}

@Article{Nilim.2005,
  author  = {Nilim, Arnab and {El Ghaoui}, Laurent},
  title   = {Robust Control of {M}arkov Decision Processes with Uncertain Transition Matrices},
  journal = {Operations Research},
  year    = {2005},
  volume  = {53},
  number  = {5},
  pages   = {780--798},
}

@Article{Nishimura.2004,
  author  = {Nishimura, Kiyohiko G and Ozaki, Hiroyuki},
  title   = {Search and Knightian Uncertainty},
  journal = {Journal of Economic Theory},
  year    = {2004},
  volume  = {119},
  number  = {2},
  pages   = {299--333},
}

@article{Nishimura.2007,
	author  = {Nishimura, Kiyohiko G and Ozaki, Hiroyuki},
	title = {Irreversible Investment and Knightian Uncertainty},
	journal = {Journal of Economic Theory},
	volume = {136},
	number = {1},
	pages = {668--694},
	year = {2007},
}

@TechReport{NLS.1981,
  Title                    = {{NLSY79 Attachment 106: Profiles of American Youth}},
  Author                   = {NLS},
  Institution              = {Bureau of Labor Statistics},
  Year                     = {1981},

  Owner                    = {peisenha},
  Timestamp                = {2017.03.29}
}

@Book{Nocedal.2006,
  author    = {Nocedal, Jorge and Wright, Stephen J},
  title     = {Numerical optimization},
  year      = {2006},
  publisher = {Springer},
  address   = {New York City, NY},
}

@Article{Noor.2009,
  author   = {Noor, Jawwad},
  title    = {{Hyperbolic discounting and the standard model: Eliciting discount functions}},
  issn     = {00220531},
  number   = {5},
  pages    = {2077--2083},
  volume   = {144},
  abstract = {Experiments on static intertemporal choice find evidence of particularly extreme impatience toward immediate rewards. While this is often taken as support for hyperbolic discounting, it could also arise because the most likely participants in experiments may be those with the most immediate need for money. We conduct a calibration exercise and find that the extreme impatience observed in experiments can be accommodated by a standard exponential discounting model with no discounting and expectation of a 'small' increase in the base consumption level. The calibration uses existing estimates of curvature of utility. {\textcopyright} 2009 Elsevier Inc. All rights reserved.},
  isbn     = {0022-0531},
  journal  = {Journal of Economic Theory},
  keywords = {DU anomalies, Decreasing impatience, Experiments, Exponential discounting, Hyperbolic discounting, Preference reversals},
  year     = {2009},
}

@Book{Nordhaus.2015,
  Title                    = {The Climate Casino: Risk, Uncertainty, and Economics for a Warming World},
  Author                   = {Nordhaus, William D},
  Publisher                = {Yale University Press},
  Year                     = {2015},

  Address                  = {New Haven, CT}
}

@Article{Norets.2012,
  author  = {Norets, Andriy},
  title   = {Estimation of Dynamic Discrete Choice Models Using Artificial Neural Network Approximations},
  journal = {Econometric Reviews},
  year    = {2012},
  volume  = {31},
  number  = {1},
  pages   = {84--106},
}

@Article{Norets.2009,
  author  = {Norets, Andriy},
  title   = {Inference in Dynamic Discrete Choice Models with Serially Correlated Unobserved State Variables},
  journal = {Econometrica},
  year    = {2009},
  volume  = {77},
  number  = {5},
  pages   = {1665--1682},
}

@Article{Norets.2007,
  author  = {Norets, Andriy},
  title   = {Bayesian Inference in Dynamic Discrete Choice Models},
  journal = {Unpublished Manuscript},
  year    = {2007},
}

@Article{Nunnari.2017,
  author    = {Nunnari, Salvatore and Zapal, Jan},
  title     = {{A Model of Focusing in Political Choice}},
  journal   = {SSRN Electronic Journal},
  year      = {2017},
  pages     = {qjs049},
  issn      = {1556-5068},
  abstract  = {This paper develops a theoretical model of voters' and politicians' behavior based on the notion that voters focus disproportionately on, and hence overweight, certain attributes of policies. We assume that policies have two attributes and that voters focus more on the attribute in which their options differ more. First, we consider exogenous policies and show that voters' selective attention polarizes the electorate. Second, we consider the endogenous supply of policies by office-motivated politi-cians who take voters' distorted focus into account. We show that voters' selective attention leads to inefficient policies, which cater excessively to a subset of voters: social groups that are larger, have more distorted focus, are more moderate, and are more sensitive to changes in a single attribute are more influential. Finally, we show that augmenting the classical models of voting and electoral competition with selective attention can contribute to explain puzzling stylized facts as the inverse correlation between income inequality and redistribution or the backlash effect of extreme policies.},
  publisher = {Oxford University Press},
}

@Article{Nybom.2013,
  author  = {Nybom, Martin},
  title   = {College Choice, Abilities, and Lifetime Earnings: an LIV Approach with Swedish Registry Data},
  journal = {Unpublished Manuscript},
  year    = {2013},
}

@Article{OConnor.2000,
  author  = {O'Connor, Thomas G and Rutter, Michael and Beckett, Celia and Keaveney, Lisa and Kreppner, Jana M},
  title   = {The Effects of Global Severe Privation on Cognitive Competence: Extension and Longitudinal Follow-Up},
  journal = {Child Development},
  year    = {2000},
  volume  = {71},
  number  = {2},
  pages   = {376--390},
}

@Article{ODonoghue.1999,
  author   = {O'Donoghue, Ted and Rabin, Matthew},
  title    = {Doing It Now or Later},
  journal  = {The American Econimic Review},
  year     = {1999},
  volume   = {89},
  number   = {1},
  pages    = {103--124},
  issn     = {00028282},
  abstract = {JSTOR is a not-for-profit service that helps scholars, researchers, and students discover, use, and build upon a wide range of content in a trusted digital archive. We use information technology and tools to increase productivity and facilitate new forms of scholarship. For more information about JSTOR, please contact support@jstor.org. We examine self-control problems-modeled as time-inconsistent, present-biased preferences -in a model where a person must do an activity exactly once. We emphasize two distinctions: Do activities involve immediate costs or imme-diate rewards, and are people sophisticated or naive about future self-control problems? Naive people procrastinate immediate-cost activities and preproper-ate-do too soon-immediate-reward activities. Sophistication mitigates pro-crastination, but exacerbates preproperation. Moreover, with immediate costs, a small present bias can severely harm only naive people, whereas with immediate rewards it can severely harm only sophisticated people. Lessons for savings, addiction, and elsewhere are discussed.},
  isbn     = {00028282},
  pmid     = {17746758},
}

@Article{OLeary.2005,
  author  = {O'Leary, Christopher J and Decker, Paul T and Wandner, Stephen A},
  title   = {Cost-Effectiveness of Targeted Reemployment Bonuses},
  journal = {Journal of Human Resources},
  year    = {2005},
  volume  = {40},
  number  = {4},
  pages   = {270--279},
}

@Book{Oberkampf.2010,
  author    = {Oberkampf, W. L. and Roy, C. J.},
  title     = {Verification and Validation in Scientific Computing},
  year      = {2010},
  publisher = {Cambridge University Press},
  isbn      = {9780521113601},
  address   = {Cambridge, England},
}

@Book{OECD.2017,
  Title                    = {Education at a Glance 2017: {OECD} Indicators},
  Author                   = {{OECD}},
  Publisher                = {{OECD} Publishing},
  Year                     = {2017},

  Address                  = {Paris, France}
}

@Book{OECD.2002,
  author    = {Oecd},
  title     = {OECD Employment Outlook 2010},
  isbn      = {9789264023840},
  number    = {June},
  pages     = {276},
  publisher = {OECD Publication Service},
  volume    = {59},
  abstract  = {The OECD Employment Outlook 2010 is OECD's annual report on employment and labour markets in the OECD area and beyond. Opening with an editorial which analyses the immediate policy challenges and provides advice for OECD governments, and a first chapter that sets out the facts and figures related to recent employment developments and sets them in the broader economic context, this volume goes on to provide analysis in three specific policy areas: the jobs impact and policy response in emerging economies, institutional and policy determinants of labour market flows, and the quality of part-time work. The volume closes with a statistical annex which provides the latest available employment data. This book includes StatLinks, URLs under each graph and table linking to spreadsheets showing the underlying data.},
  address   = {Paris, France},
  booktitle = {Outlook},
  issn      = {14718405},
  keywords  = {8105131E, 8108091E, This edition looks at pension reform during the cr, coverage of private pension systems and guarantees, reversals of systemic pension reforms in Central a, the design of automatic adjustment mechanisms},
  pmid      = {19692521},
  year      = {2002},
}

@Book{OECD.2001,
  Title                    = {The Well-Being of Nations: The Role of Human and Social Capital},
  Author                   = {{OECD}},
  Publisher                = {OECD Publication Service},
  Year                     = {2001},

  Address                  = {Paris, France}
}

@Book{OECD.1999,
  Title                    = {OECD Employment Outlook},
  Author                   = {OECD},
  Publisher                = {OECD Publication Service},
  Year                     = {1999},

  Address                  = {Paris, France}
}

@Book{OECD.1998,
  Title                    = {Early Identification of Jobseekers at Risk of Long-Term Unemployment: The Role of Profiling},
  Author                   = {{OECD}},
  Publisher                = {OECD Publication Service},
  Year                     = {1998},

  Address                  = {Paris, France}
}

@Article{Ogden.2006,
  author  = {Ogden, Cynthia L and Carroll, Margaret D and Curtin, Lester R and McDowell, Margaret A and Tabak, Carolyn J and Flegal, Katherine M},
  title   = {Prevalence of Overweight and Obesity in the United States, 1999 - 2004},
  journal = {Journal of American Medical Association},
  year    = {2006},
  volume  = {295},
  number  = {13},
  pages   = {1549--1555},
}

@Article{Olds.2002,
  author  = {Olds, David L},
  title   = {Prenatal and Infancy Home Visiting by Nurses: From Randomized Trials to Community Replication},
  journal = {Prevention Science},
  year    = {2002},
  volume  = {3},
  number  = {2},
  pages   = {153--172},
}

@Article{Oliphant.2007,
  author  = {Oliphant, Travis E},
  title   = {Python for Scientific Computing},
  journal = {Computing in Science \& Engineering},
  year    = {2007},
  volume  = {9},
  number  = {90},
  pages   = {10--20},
}

@Article{Olson.1979,
  author  = {Olson, Lawrence and White, Halbert and Shefrin, H M},
  title   = {Optimal Investment in Schooling When Incomes Are Risky},
  journal = {Journal of Political Economy},
  year    = {1979},
  volume  = {87},
  number  = {3},
  pages   = {522--539},
}

@Article{Onatski.2003,
  author  = {Onatski, Alexei and Williams, Noah},
  title   = {Modeling Model Uncertainty},
  journal = {Journal of the European Economic Association},
  year    = {2003},
  volume  = {1},
  number  = {5},
  pages   = {1087--1122},
}

@Article{Orcutt.1968,
  author  = {Orcutt, Guy H. and Orcutt, Alice G.},
  title   = {Incentive and Disincentive Experimentation for Income Maintenance Policy Purposes},
  journal = {American Economic Review},
  year    = {1968},
  volume  = {58},
  pages   = {754--772},
}

@Article{Oreopolous.2008,
  author  = {Oreopolous, Philip and Page, Marianne and Stevens, Ann Huff},
  title   = {The Intergenerational Effects of Worker Displacement},
  journal = {Journal of Labor Economics},
  year    = {2008},
  volume  = {26},
  number  = {3},
  pages   = {455--483},
}

@Book{WHO.2008,
  Title                    = {Inequalities in Young People's Health},
  Author                   = {World Health Organization},
  Publisher                = {WHO Publications},
  Year                     = {2008},

  Address                  = {Copenhagen, Denmark}
}

@InCollection{Groves.2005,
  Title                    = {Personality and the Intergenerational Transmission of Economic Status},
  Author                   = {Osborne-Groves, Melissa},
  Booktitle                = {Unequal Chances: Family Background and Economic Success},
  Publisher                = {Princeton University Press},
  Year                     = {2005},

  Address                  = {Princeton, NJ},
  Editor                   = {Bowles, Samuel and Gintis, Herbert and Osborne-Groves, Melissa},
  Pages                    = {49--81},
  Volume                   = {2}
}

@Article{Osborne-Groves.2005,
  author  = {Osborne-Groves, Melissa},
  title   = {How important is your personality? {L}abor market returns to personality for women in the {US} and {UK}},
  journal = {Journal of Economic Psychology},
  year    = {2005},
  volume  = {26},
  number  = {6},
  pages   = {827--841},
}

@Article{Ours.2004,
  author  = {van Ours, Jan C},
  title   = {The Locking-In Effect of Subsidized Jobs},
  journal = {Journal of Comparative Economics},
  year    = {2004},
  volume  = {32},
  number  = {1},
  pages   = {37--52},
}

@Article{Pakes.1986,
  author  = {Pakes, Ariel},
  title   = {Patents as Options: Some Estimates of the Value of Holding European Patent Stocks},
  journal = {Econometrica},
  year    = {1986},
  volume  = {54},
  number  = {4},
  pages   = {755--784},
}

@Article{Pakes.1989,
  author  = {Pakes, Ariel and Pollard, David},
  title   = {Simulation and the Asymptotics of Optimization Estimators},
  journal = {Econometrica},
  year    = {1989},
  volume  = {57},
  number  = {5},
  pages   = {1027--1057},
}

@Article{Palaca.1989,
  author  = {Palaca, Joseph},
  title   = {AIDS Drug Trails Enter New Age},
  journal = {Science Magazine},
  year    = {1989},
  pages   = {19--21},
}

@article{Palacios.2003,
	title={An Empirical Analysis of the Risk Properties of Human Capital Returns},
	author={Palacios-Huerta, Ignacio},
	journal={American Economic Review},
	volume={93},
	number={3},
	pages={948--964},
	year={2003}
}

@Article{Parada.2017,
  author  = {Parada-Contzen, Marcela},
  title   = {Default Behavior and Risk Aversion in Defined Contribution Retirement Systems},
  journal = {Working Paper},
  year    = {2017},
}

@Article{Parker.1987,
  author  = {Parker, Jeffrey G and Asher, Steven R},
  title   = {Peer Relations and Later Personal Adjustment: Are Low-Accepted Children at Risk?},
  journal = {Psychological Bulletin},
  year    = {1987},
  volume  = {102},
  pages   = {357--389},
}

@Article{Paroush.1976,
  author    = {Jacob Paroush},
  title     = {The Risk Effect and Investment in Human Capital},
  journal   = {European Economic Review},
  year      = {1976},
  pages     = {339-347},
  owner     = {peisenha},
  timestamp = {2017.02.13},
}

@Article{PatrickBajari.2010,
  author  = {{Patrick Bajari Han Hong}, Stephen P Ryan},
  title   = {Identification and Estimation of Discrete Games of Complete Information},
  journal = {Econometrica},
  year    = {2010},
  volume  = {78},
  number  = {5},
  pages   = {1529--1568},
}

@Article{Paula.2013,
  author  = {de Paula, Aureo},
  title   = {Econometric Analysis of Games with Multiple Equilibria},
  journal = {Annual Review of Economics},
  year    = {2013},
  volume  = {forthcomin},
}

@Article{Paula.2009,
  author  = {de Paula, Aureo},
  title   = {Inference in a Synchronization Game with Social Interactions},
  journal = {Journal of Econometrics},
  year    = {2009},
  volume  = {148},
  number  = {1},
  pages   = {56--71},
}

@Book{Guo.2013,
  Title                    = {Human-Centric Decision-Making Models for Social Sciences},
  Author                   = {{Peijun Guo}, Witold Pedrycz},
  Publisher                = {Springer},
  Year                     = {2013},

  Address                  = {New York City, NY}
}

@Article{Peisner.2001,
  author  = {Peisner-Feinberg, Ellen S and Burchinal, Margaret R and Clifford, Richard M and Culkin, Mary L and Howes, Carollee and Kagan, Sharon L and Yazejian, Noreen},
  title   = {The Relation of Preschool Child-Care Quality to Children's Cognitive and Social Developmental Trajectories through Second Grade},
  journal = {Child Development},
  year    = {2001},
  volume  = {72},
  number  = {5},
  pages   = {1534--1553},
  issn    = {0009-3920},
}

@Article{Peragine.2007,
  author  = {Peragine, Vito and Serlenga, Laura},
  title   = {Higher Education and Equality of Opportunity in Italy},
  journal = {IZA Discussion Paper},
  year    = {2007},
  volume  = {No. 3163},
}

@Article{Perez-Arce.2015,
  author    = {Francisco Perez-Arce},
  title     = {Is a dream deferred a dream denied? College enrollment and time-varying opportunity cost},
  journal   = {Journal of Labor Economics},
  year      = {2015},
  volume    = {33},
  number    = {1},
  pages     = {33-61},
  owner     = {peisenha},
  timestamp = {2017.10.01},
}

@Article{Perri.1984,
  author  = {Perri, Timothy J},
  title   = {Health Status and Schooling Decisions of Young Men},
  journal = {Economic of Education Review},
  year    = {1984},
  volume  = {3},
  number  = {3},
  pages   = {207--213},
}

@Article{Perry.1996,
  author  = {Perry, Nancy E and Meisels, Samuel J},
  title   = {How Accurate are Teachers Judgments of Students' Academic Performance},
  journal = {NCES Working Papers},
  year    = {1996},
  number  = {96-08},
}

@InCollection{Pesaran.2008,
  Title                    = {Non-nested Hypotheses},
  Author                   = {Pesaran, M Hashem and {Dupleich Ulloa}, M Rodrigo},
  Booktitle                = {The New Palgrave Dictionary of Economics},
  Publisher                = {Palgrave Macmillan},
  Year                     = {2008},

  Address                  = {Basingstoke},
  Editor                   = {Durlauf, Steven N and Blume, Lawrence E}
}

@Book{Pesarin.2010,
  Title                    = {Permutation tests for complex data: theory, applications and software},
  Author                   = {Pesarin, Fortunato and Salmaso, Luigi},
  Publisher                = {Wiley},
  Year                     = {2010},

  Address                  = {New York City, NY},

  ISBN                     = {0521855268}
}

@Article{Huber.2015,
  author  = {{Peter Huber Harald Oberhofer}, Michael Pfaffermayr},
  title   = {Who Creates Jobs? {E}conometric Modeling and Evidence for Austrian Firm Level Data},
  journal = {Unpublished Manuscript},
  year    = {2015},
}

@Article{Peterson.2009,
  author  = {Peterson, Pearu},
  title   = {F2PY: A Tool for Connecting Fortran and Python Programs},
  journal = {International Journal of Computational Science and Engineering},
  year    = {2009},
  volume  = {4},
  number  = {4},
  pages   = {296--305},
}

@Article{Petrides.2005,
  author  = {Petrides, K V and Chamorro-Premuzic, Tomas and Frederickson, Norah and Furnham, Adrian},
  title   = {Explaining Individual Differences in Scholastic Behavior and Achievement},
  journal = {Journal of Education Psychology},
  year    = {2005},
  volume  = {75},
  pages   = {239--255},
}

@Article{Pfeiffer.2008,
  author  = {Pfeiffer, Friedhelm and Reu{\ss}, Karsten},
  title   = {Age-dependent Skill Formation and Returns to Education},
  journal = {Labour Economics},
  year    = {2008},
  volume  = {forthcomin},
}

@Article{Pianta.2004,
  author  = {Pianta, Robert C and Stuhlman, Megan W},
  title   = {Teacher-Child Relationships and Children's Success in the First Years of School},
  journal = {Psychological Bulletin},
  year    = {2004},
  volume  = {33},
  pages   = {444--458},
}

@Article{Piatek.2016,
  author  = {Piatek, Remi and Pinger, Pia},
  title   = {Maintaining (locus of) control? {D}ata combination for the identification and inference of factor structure models},
  journal = {Journal of Applied Econometrics},
  year    = {2016},
  volume  = {31},
  number  = {4},
  pages   = {734--755},
}

@Article{Piatek.2009,
  author  = {Piatek, R{\`{e}}mi},
  title   = {Bayesian Inference for Factor Structure Models via Gibbs Sampling},
  journal = {Unpublished Technical Report},
  year    = {2010},
}

@Article{Piatek.2010,
  author  = {Piatek, R{\'{e}}mi and Pinger, Pia},
  title   = {Maintaining (Locus of) Control? {A}ssessing the Impact of Locus of Control on Education Decisions and Wages},
  journal = {SOEPpapers},
  year    = {2010},
  volume  = {No. 338},
}

@InCollection{Piketty.2000,
  author    = {Piketty, Thomas},
  title     = {Theories of Persistent Inequality and Intergenerational Mobility},
  booktitle = {Handbook of Income Distribution},
  year      = {2000},
  editor    = {Atkinson, Anthony B and Bourguignon, Francois},
  publisher = {Elsevier Science},
  pages     = {429--476},
  address   = {Amsterdam, NL},
}

@Article{Pindyck.2013,
  author  = {Pindyck, Robert},
  title   = {Climate Change Policy: What do the Models tell us?},
  journal = {Journal of Economic Literature},
  year    = {2013},
  volume  = {51},
  number  = {3},
  pages   = {860--872},
}

@Book{Pinker.2002,
  Title                    = {The Blank Slate: The Modern Denial of Human Nature},
  Author                   = {Pinker, Steven},
  Publisher                = {Viking-Penguin},
  Year                     = {2002},

  Address                  = {New York City, NY}
}

@Book{Pinker.1994b,
  Title                    = {The Language Instinct: How the Mind Creates Language},
  Author                   = {Pinker, Steven},
  Publisher                = {W. Morrow and Co.},
  Year                     = {1994},

  Address                  = {New York City, NY}
}

@Article{Pires.2002,
  author  = {Pires, Cesaltina P.},
  title   = {A rule for updating ambiguous beliefs},
  journal = {Theory and Decision},
  year    = {2002},
  volume  = {53},
  number  = {2},
  pages   = {137--152},
}

@Article{Pistaferri.2001,
  author  = {Pistaferri, Luigi},
  title   = {Superior Information, Income Schocks, and the Permanent Income Hypothesis},
  journal = {Review of Economics and Statistics},
  year    = {2001},
  volume  = {83},
  number  = {3},
  pages   = {465--476},
}

@Book{Plomin.1994,
  Title                    = {Genetics and Experience: The Interplay between nature and nurture},
  Author                   = {Plomin, Robert},
  Publisher                = {Sage Publications},
  Year                     = {1994},

  Address                  = {Thousand Oaks, CA}
}

@Book{Plomin.2001,
  Title                    = {Behavioral Genetics},
  Author                   = {Plomin, Robert and DeFries, John C and McClearn, Gerald E and McGuffin, Peter},
  Publisher                = {Worth},
  Year                     = {2001},

  Address                  = {New York City, NY}
}

@Article{Pohl.2016,
  author  = {Pohl, Walter and Schmedders, Karl and Wilms, Ole},
  title   = {Higher-Order Effects in Asset-Pricing Models with Long-Run Risks},
  journal = {Unpublished Manuscript},
  year    = {2016},
}

@Article{Pohlmeier.2009,
  author  = {Pohlmeier, Winfried and Wichert, Laura},
  title   = {Female Labor Force Participation and the Big Five},
  journal = {Working Paper},
  year    = {2009},
  volume  = {University},
}

@Book{Pollack.2005,
  Title                    = {Early Childhood Longitudinal Study, Kindergarten Class of 1998-99 (ECLS-K): Psychometric Report for the Fifth Grade},
  Author                   = {Pollack and Atkins-Burnett and Najarian and Rock},
  Publisher                = {U.S. Department of Education},
  Year                     = {2005},

  Address                  = {Washington, D.C.}
}

@Book{Pollak.2005b,
  Title                    = {Early Childhood Longitudinal Study, Kindergarten Class of 1998-99 (ECLS-K): Psychometric Report for the Third Grade},
  Author                   = {Pollak, Judith M and Atkins-Burnett and Rock and Weiss},
  Publisher                = {U.S. Department of Education},
  Year                     = {2005},

  Address                  = {Washington, D.C.}
}

@Book{Pollak.2005,
  Title                    = {Early Childhood Longitudinal Study, Kindergarten Class of 1998-1999 (ECLS-K), Psychometric Report for the Fifth Grade},
  Author                   = {Pollak, Judith M and Najarian, Michelle and Rock, Donald A and Atkins-Brunett, Sally},
  Publisher                = {National Center for Education Statistics},
  Year                     = {2005},

  Address                  = {Washington, D.C},

  Institution              = {U.S. Department of Education}
}

@Book{Pollak.2002,
  Title                    = {Early Childhood Longitudinal Study, Kindergarten Class of 1998-99 (ECLS-K): Psychometric Report for Kindergarten Through First Grade},
  Author                   = {Pollak, Judith M and Rock, Donald A},
  Publisher                = {U.S. Department of Education},
  Year                     = {2002},

  Address                  = {Washington, D.C.}
}

@TechReport{Pop-Eleches.2011,
  Title                    = {Going to a Better School: Effects and Behavioral Responses},
  Author                   = {Pop-Eleches, Cristian and Urquiola, Miguel},
  Institution              = {National Bureau of Economic Research},
  Year                     = {2011},
  Number                   = {16886},
  Type                     = {Working Paper},

  Annote                   = {Working Paper Series}
}

@InCollection{Powell.2006,
  Title                    = {The {NEWUOA} Software for Unconstrained Optimization Without Derivatives},
  Author                   = {Powell, M J D},
  Booktitle                = {Large-Scale Nonlinear Optimization},
  Publisher                = {Springer},
  Year                     = {2006},

  Address                  = {Boston, MA},
  Editor                   = {{Pillo Gianni}, Roma Massimo},
  Pages                    = {255--297},
  Series                   = {Nonconvex Optimization and Its Applications}
}

@TechReport{Powell.2009,
  Title                    = {The {BOBYQA} Algorithm for Bound Constrained Optimization Without Derivatives},
  Author                   = {Powell, M J D},
  Institution              = {University of Cambridge},
  Year                     = {2009},

  Address                  = {Cambridge, United Kingdom},

  Owner                    = {peisenha},
  Timestamp                = {2017.03.09}
}

@Article{Powell.1964,
  author  = {Powell, M J D},
  title   = {An Effficient Method for Finding the Minimum of a Function of Several Variables Without Calculating Derivatives},
  journal = {The Computer Journal},
  year    = {1964},
  volume  = {7},
  number  = {2},
  pages   = {155--162},
}

@Book{Powell.2011,
  Title                    = {Approximate Dynamic Programming: Solving the Curses of Dimensionality},
  Author                   = {Powell, Warren B},
  Publisher                = {Wiley},
  Year                     = {2011},

  Address                  = {Princeton, NJ}
}

@Book{Powell.2012,
  Title                    = {Optimal Learning},
  Author                   = {Powell, Warren B and Ryzhov, Ilya O},
  Publisher                = {Wiley Interscience},
  Year                     = {2012},

  Address                  = {Hoboken, New Jersey}
}

@Article{Pray.2004,
  author  = {Pray, Leslie A},
  title   = {Epigenetics: Genome, Meet your Environment},
  journal = {The Scientist},
  year    = {2004},
  volume  = {18},
  number  = {13},
  pages   = {14--20},
}

@Book{Press.2007,
  title     = {Numerical Recipes 3rd Edition: The Art of Scientific Computing},
  publisher = {Cambridge University Press},
  year      = {2007},
  author    = {Press, William H. and Teukolsky, Saul A. and Vetterling, William T. and Flannery, Brian P.},
  address   = {New York City, NY, USA},
  isbn      = {0521880688, 9780521880688},
}

@Article{Price.2008,
  author  = {Price, Joseph},
  title   = {Parent-Child Quality Time: Does Birth Order Matter?},
  journal = {Journal of Human Resources},
  year    = {2008},
  volume  = {43},
  number  = {1},
  pages   = {240--265},
}

@Article{Prieger.2002,
  author  = {Prieger, James E},
  title   = {A Flexible Parametric Selection Model for Non-Normal Data with Application to Health Care Usage},
  journal = {Journal of Applied Econometrics},
  year    = {2002},
  volume  = {17},
  pages   = {367--392},
}

@Article{Pries.2005,
  author  = {Pries, Michael and Rogerson, Richard},
  title   = {Hiring Policies, Labor Market Institutions and Labor Market Flows},
  journal = {Journal of Political Economy},
  year    = {2005},
  volume  = {113},
  number  = {4},
  pages   = {811--839},
}

@Article{Primiceri.2007,
  author  = {Primiceri, Giorgio E and van Rens, Thijs},
  title   = {Heterogeneous Life-Cycle Profiles, Income Risk and Consumption Inequality},
  journal = {IZA Discussion Paper},
  year    = {2007},
  volume  = {No. 3239},
}

@Article{Psacharopoulos.2004,
  author    = {Psacharopoulos, George and Harry A. Patrinos},
  title     = {Returns to investments in education: A further update},
  journal   = {Education Economics},
  year      = {2004},
  volume    = {12},
  number    = {2},
  pages     = {111-134},
  owner     = {peisenha},
  timestamp = {2017.02.10},
}

@Article{Pudney.1982,
  author  = {Pudney, Stephen},
  title   = {Estimating Latent Variable Systems When Specification is Uncertain: Generalized Component Analysis and the Eliminant Method},
  journal = {Journal of the American Statistical Association},
  year    = {1982},
  volume  = {77},
  number  = {380},
  pages   = {883--889},
}

@Article{Puhani.2008,
  author   = {Puhani, Patrick},
  title    = {Transatlantic Differences in Labour Markets: Changes in Wage and Non-Employment Structures in the 1980s and the 1990s},
  issn     = {14656485},
  number   = {3},
  pages    = {312--338},
  volume   = {9},
  journal  = {German Economic Review},
  keywords = {earnings, identifica-, krugman hypothesis, non-employment, rigidity, tion, unemployment},
  year     = {2008},
}

@Misc{Purugganan2004,
  Title                    = {How to Read a Scientific Article},

  Author                   = {Purugganan, Mary and Hewitt, Jan},
  Year                     = {2004},

  Owner                    = {Kube},
  Timestamp                = {2018.10.31},
  Url                      = {http://www.owlnet.rice.edu/~cainproj/courses/HowToReadSciArticle.pdf}
}

@Book{Puterman.1994,
  author    = {Martin L. Puterman},
  title     = {{M}arkov decision processes: Discrete stochastic dynamic programming},
  year      = {1994},
  publisher = {John Wiley \& Sons},
  address   = {New York City, NY},
  owner     = {peisenha},
  timestamp = {2017.08.13},
}

@Article{Quandt.1972,
  author  = {Quandt, Richard E},
  title   = {A New Approach to Estimating Switching Regressions},
  journal = {Journal of the American Statistical Association},
  year    = {1972},
  volume  = {67},
  number  = {338},
  pages   = {306--310},
}

@Article{Quandt.1958,
  author  = {Quandt, Richard E},
  title   = {The Estimation of the Parameters of a Linear Regression System Obeying two Separate Regimes},
  journal = {Journal of the American Statistical Association},
  year    = {1958},
  volume  = {53},
  number  = {284},
  pages   = {873--880},
}

@Article{Raach.2005,
  author  = {Raach, Alexander},
  title   = {A Bayesian Semiparametric Latent Variable Model for Binary, Ordinal and Continuous Response},
  journal = {Working Paper},
  year    = {2005},
  volume  = {University},
}

@Article{Raad.1996,
  author  = {Raad, Boele and Schouwenburg, Henri C},
  title   = {Personality in Learning and Education: A Review},
  journal = {European Journal of Personality},
  year    = {1996},
  volume  = {10},
  number  = {5},
  pages   = {303--336},
}

@Article{Radebusch.2004,
  author  = {Radebusch, Stephen W},
  title   = {Schooling, Statistics and Poverty: Measuring School Improvement and Improving Schools},
  journal = {9th Angoff Memorial Lecture},
  year    = {2004},
}

@InCollection{Ramsey.1931,
  Title                    = {Truth and Probability},
  Author                   = {Ramsey, Frank P},
  Booktitle                = {The Foundations of Mathmatics and Other Logical Essays},
  Publisher                = {Routledge and Kegan Paul},
  Year                     = {1931},

  Address                  = {New York City, NY},
  Editor                   = {Braithwaite, R}
}

@Book{Rasch.1960,
  Title                    = {Probabilistic Models for Some Intelligence and Attainment Tests},
  Author                   = {Rasch, Georg},
  Publisher                = {Nielsen and Lydiche},
  Year                     = {1960},

  Address                  = {Copenhagen, Denmark}
}

@InCollection{Raver.2007,
  Title                    = {The Roles of Emotion Regulation and Emotion Knowledge for Children's Academic Readiness: Are the Links Casual?},
  Author                   = {Raver, Cybele C and Garner, Pamela W and Smith-Donald, Radiah},
  Booktitle                = {School Readiness and the Transition to Kindergarten in the Era of Accountability},
  Publisher                = {Brookes Publishing},
  Year                     = {2007},

  Address                  = {Baltimore, MD},
  Editor                   = {Pianta, Robert C and Cox, Martha J and Snow, Kyle L}
}

@Article{Raver.1997,
  author  = {Raver, Cybele C and Zigler, Edward F},
  title   = {Social Competence: An Untapped Dimension in Evaluating Head Start's Success},
  journal = {Early Childhood Research Quarterly},
  year    = {1997},
  volume  = {12},
  pages   = {363--385},
}

@Book{Raymond.2003,
  title     = {The art of unix programming},
  publisher = {open source},
  year      = {2003},
  author    = {Raymond, E.S.},
  isbn      = {0131429019},
  abstract  = {The Art of UNIX Programming poses the belief that understanding the unwritten UNIX engineering tradition and mastering its design patterns will help programmers of all stripes to become better programmers. This book attempts to capture the engineering wisdom and design philosophy of the UNIX, Linux, and Open Source software development community as it has evolved over the past three decades, and as it is applied today by the most experienced programmers. Eric Raymond offers the next generation of "hackers" the unique opportunity to learn the connection between UNIX philosophy and practice through careful case studies of the very best UNIX/Linux programs.},
  booktitle = {System},
  pages     = {560},
}

@Book{Read.1898,
  author    = {Read, Carveth},
  title     = {Logic: Deductive and Inductive},
  year      = {1898},
  publisher = {Grant Richards},
  address   = {London. UK},
}

@Article{Reinhart.2010,
  author  = {Reinhart, Carmen M. and Rogoff, Kenneth S.},
  title   = {Growth in a Time of Debt},
  journal = {American Economic Review},
  year    = {2010},
  volume  = {100},
  number  = {2},
  pages   = {573--578},
}

@Book{Reiss.2000,
  author    = {Reiss, David and Niederheise, Janea M and Hetherington, Mavis E and Plomin, Robert},
  title     = {The relationship code},
  year      = {2000},
  address   = {Cambridge, MA},
  publisher = {Harvard University Press},
}

@Article{Remler.2009,
  author  = {Remler, Dahlia K and Pema Elda},
  title   = {Why do institutions of higher education reward research while selling education?},
  journal = {NBER Working Paper},
  year    = {2009},
  volume  = {No. 14974},
}

@Misc{respy-1.0,
  author = {{OpenSourceEconomics}},
  title  = {respy: An open-source package for the simulation and estimation of a canonical model of human capital investment},
  year   = {2020},
}

@Article{Reynolds.2001,
  author  = {Reynolds, Arthur J and Robertson, Dylan and Temple, Judy A and Mann, Emily A},
  title   = {Long-Term Effects of an Early Childhood Intervention on Educational Achievement and Juvenile Arrest: A 15-Year Follow-Up of Low-Income Children in Public Schools},
  journal = {Journal of American Medical Association},
  year    = {2001},
  volume  = {285},
  number  = {18},
  pages   = {2339--2346},
}

@InCollection{Reynolds.2006,
  Title                    = {Economic Returns of Investments in Preschool Education},
  Author                   = {Reynolds, Arthur J and Temple, Judy A},
  Booktitle                = {A Vision for Universal Preschool Education},
  Publisher                = {Cambridge University Press},
  Year                     = {2006},

  Address                  = {Cambridge, MA},
  Editor                   = {Zigler, Edward F and Gilliam, Walter S and Jones, Stephanie M},
  Pages                    = {37--68}
}

@Book{Riccio.1992,
  Title                    = {GAIN: Program Strategies, Participation Patterns, and First-Year Impacts in Six Counties},
  Author                   = {Riccio, James and Friedlander, Daniel},
  Publisher                = {Manpower Demonstration Research Corp.},
  Year                     = {1992}
}

@Article{Riccio.1994,
  author  = {Riccio, James and Friedlander, Daniel and Freedman, Stephen},
  title   = {GAIN: Benefits, Costs, and Three-Year Impacts of a Welfare-to-Work Program},
  journal = {MDRC Report},
  year    = {1994},
}

@Book{Riccio.1993,
  Title                    = {GAIN: Two-Year Impacts in Six Counties},
  Author                   = {Riccio, James and Friedlander, Daniel and Freedman, Stephen},
  Publisher                = {Manpower Demonstration Research Corp.},
  Year                     = {1993}
}

@Book{Riccio.1989,
  Title                    = {The Greater Avenues for Independence (GAIN) Program: Early Implementation Experiences and Lessons},
  Author                   = {Riccio, James and Goldman, Barbara and Hamilton, Gayle and Martinson, Karin and Orenstein, Alan},
  Publisher                = {Manpower Demonstration Research Corp.},
  Year                     = {1989}
}

@Article{Richard.1975,
  author    = {Richard, Scott F.},
  title     = {{Multivariate Risk Aversion, Utility Independence and Separable Utility Functions}},
  journal   = {Management Science},
  year      = {1975},
  volume    = {22},
  number    = {1},
  pages     = {12--21},
  issn      = {0025-1909},
  abstract  = {This paper concerns utility functions for more than one attribute. A new type of risk aversion found only in multivariate utility functions is defined. Certain behavioral assumptions, which are necessary and sufficient for one of three forms of separable utility functions including the well-known additive form, are given. It is shown that only one of these separable forms, the "negative multiplicative form," possesses this new type of risk aversion and in particular that the additive form does not.},
  isbn      = {00251909},
  publisher = {INFORMS},
}

@Article{Richardson.1997,
  author  = {Richardson, Sylvia and Green, Peter J},
  title   = {On Bayesian Analysis of Mixtures with an Unknown Number of Components},
  journal = {Journal of the Royal Statistical Society B},
  year    = {1997},
  volume  = {59},
  number  = {4},
  pages   = {731--792},
}

@Article{Richardson.2002,
  author  = {Richardson, Sylvia and Leblond, Laurent and Jaussent, Isabelle and Green, Peter J},
  title   = {Mixture Models in Measurement Error Problems, with Reference to Epidemiological Studies},
  journal = {Journal of the Royal Statistical Society B},
  year    = {2002},
  volume  = {165},
  number  = {549-566},
}

@Book{Ridley.2003,
  Title                    = {Nature Via Nurture: Genes. Genes, Experience, and What Makes us Human},
  Author                   = {Ridley, Matt},
  Publisher                = {Harvard University Press},
  Year                     = {2003},

  Address                  = {Cambridge, MA}
}

@Article{Rimm-Kaufman.2000,
  author  = {Rimm-Kaufman, S E and Pianta, R and Cox, M},
  title   = {Teachers' judgments of problems in the transition to kindergarten},
  journal = {Early Childhood Research Quarterly},
  year    = {2000},
  volume  = {15},
  pages   = {147--166},
}

@Article{Uhlendorff.2013,
  author  = {Rinne, Ulf and Uhlendorff, Arne and Zhao, Zhang},
  title   = {Vouchers and Caseworkers in Training Programs for the Unemployed},
  journal = {Empirical Economics},
  year    = {2013},
  volume  = {45},
  pages   = {1089--1127},
}

@Article{Rios.2013,
  author  = {Rios, Luis Miguel and Sahinidis, Nikolaos V},
  title   = {Derivative-Free Optimization: A Review of Algorithms and Comparison of Software Implementations},
  journal = {Journal of Global Optimization},
  year    = {2013},
  volume  = {56},
  number  = {3},
  pages   = {1247--1293},
}

@Article{Riphahn.2005,
  author  = {Riphahn, Regina T},
  title   = {Are there Diverging Time Trends in the Educational Attainment of Nationals and Second Generation Immigrants?},
  journal = {Journal of Economics and Statistics},
  year    = {2005},
  volume  = {225},
  number  = {3},
  pages   = {325--346},
}

@Article{Rivers.1988,
  author  = {Rivers, Douglas and Vuong, Quang},
  title   = {Limited Information Estimators and Exogeneity Tests for Simultaneous Probit Models},
  journal = {Journal of Econometrics},
  year    = {1988},
  volume  = {39},
  number  = {3},
  pages   = {347--366},
}

@Article{Robert.1995,
  author  = {Robert, Christian P},
  title   = {Simulation of Truncated Normal Variables},
  journal = {Statistics and Computing},
  year    = {1995},
  volume  = {5},
  pages   = {121--125},
}

@Book{Robert.2004,
  Title                    = {Monte Carlo Statistical Methods},
  Author                   = {Robert, Christian P and Casella, George},
  Publisher                = {Springer},
  Year                     = {2004},

  Address                  = {New York City, NY}
}

@Article{Robert.1999,
  author  = {Robert, Christian P and Mengersen, Kerrie L},
  title   = {Reparametrization Issues in Mixture Modelling and Their Bearing on MCMC Algorithms},
  journal = {Computational Statistics \& Data Analysis},
  year    = {1999},
  volume  = {29},
  number  = {3},
  pages   = {325--343},
}

@Article{Roberts.2007,
  author  = {Roberts, Brent W and Kuneel, Nathan R and Shiner, Rebecca and Caspi, Avshalon and Goldberg, Lewis R},
  title   = {The Power of Personality: The Comparative Validity of Personality Traits, Socioeconomic Status, and Cognitive Ability for Predicting Important Life Outcomes},
  journal = {Perspective on Psychological Science},
  year    = {2007},
  volume  = {2},
  number  = {4},
  pages   = {313--345},
}

@Article{Roberts.1997,
  author    = {Roberts, John H and Lattin, James M},
  title     = {{Consideration: Review of Research and Prospects for Future Insights}},
  journal   = {Journal of Marketing Research},
  year      = {1997},
  volume    = {34},
  number    = {3},
  pages     = {406--410},
  issn      = {00222437},
  abstract  = {The authors review the behavioral underpinnings of consideration set formation and revisit the theoretical and empirical evidence that led them to develop an individual level model of consideration. They synthesize the research that has appeared since their 1991 article in the Journal of Mar- keting Research, examining new ideas, reviewing evolving measurement methodologies, and suggesting several areas for further research that they believe will provide additional insight into the consideration phase of the consumer decision process.},
  isbn      = {00222437},
  publisher = {JSTOR},
}

@Article{Robin.2000,
  author  = {Jean-Marc Robin and Richard J. Smith},
  title   = {Tests of Rank},
  journal = {Econometric Theory},
  year    = {2000},
  volume  = {16},
  number  = {2},
  pages   = {151--175},
}

@Article{Robinson1997,
  author  = {Robinson, J and Srinivasan, T},
  title   = {Chapter 21 Long-term consequences of population growth: Technological change, natural resources, and the environment},
  journal = {Handbook of Population and Family Economics},
  year    = {1997},
  volume  = {1},
  pages   = {1175--1298},
  issn    = {1574003X},
}

@Article{Robinson.1988,
  author  = {Robinson, P M},
  title   = {Root-N-Consistent Semiparametric Regression},
  journal = {Econometrica},
  year    = {1988},
  volume  = {56},
  number  = {4},
  pages   = {931--954},
}

@Book{Rockafellar.1996,
  Title                    = {Convex Analysis},
  Author                   = {Rockafellar, R.},
  Publisher                = {Princeton University Press},
  Year                     = {1970},

  Address                  = {New York City, NY}
}

@Book{Roemer.1998,
  Title                    = {Equality of Opportunity},
  Author                   = {Roemer, John E},
  Publisher                = {Harvard University Press},
  Year                     = {1998},

  Address                  = {Cambridge, MA}
}

@Article{Rogers.2008,
  author    = {Rogers, Todd and Bazerman, Max H.},
  title     = {{Future lock-in: Future implementation increases selection of 'should' choices}},
  issn      = {07495978},
  number    = {1},
  pages     = {1--20},
  volume    = {106},
  abstract  = {People often experience tension over certain choices (e.g., they should reduce their gas consumption or increase their savings, but they do not want to). Some posit that this tension arises from the competing interests of a deliberative "should" self and an affective "want" self. We show that people are more likely to select choices that serve the should self (should-choices) when the choices will be implemented in the distant rather than the near future. This "future lock-in" is demonstrated in four experiments for should-choices involving donation, public policy, and self-improvement. Additionally, we show that future lock-in can arise without changing the structure of a should-choice, but by just changing people's temporal focus. Finally, we provide evidence that the should self operates at a higher construal level (abstract, superordinate) than the want self, and that this difference in construal partly underlies future lock-in. {\textcopyright} 2007 Elsevier Inc. All rights reserved.},
  isbn      = {0749-5978},
  journal   = {Organizational Behavior and Human Decision Processes},
  keywords  = {Construal Level Theory, Decision-making, Intertemporal choice, Multiple selves, Want/should conflict, Wise policy},
  publisher = {Elsevier},
  year      = {2008},
}

@Book{Rolnick.2003,
  Title                    = {Early Childhood Development: Economic Development with a High Public Return},
  Author                   = {Rolnick, Art and Grunewald, Rob},
  Publisher                = {Federal Reserve Bank of Minneapolis},
  Year                     = {2003},

  Address                  = {Minneapolis, MN}
}

@Article{Romano.2006,
  author  = {Romano, Joseph P and Shaikh, Azeem},
  title   = {Stepup Procedures for Control of Generalizations of the Familywise Error Rate},
  journal = {The Annals of Statistics},
  year    = {2006},
  volume  = {34},
  number  = {4},
  pages   = {1850--1873},
}

@Article{Romano.2005,
  author  = {Romano, Joseph P and Wolf, Michael},
  title   = {Exact and Approximate Stepdown Methods for Multiple Hypothesis Testing},
  journal = {Journal of the American Statistical Association},
  year    = {2005},
  volume  = {100},
  number  = {469},
  pages   = {94--108},
}

@Article{Romberg.1955,
  author  = {Romberg, W},
  title   = {Verinfachte Numerische Integration},
  journal = {Det Kongelige Norske Videnskabers Selskab Forhandlinger},
  year    = {1955},
  volume  = {28},
  number  = {7},
  pages   = {30--36},
}

@Misc{Roosevelt.1910,
  Title                    = {Citizenship in a Republic},

  Author                   = {Roosevelt, Theodore},
  HowPublished             = {Speech at the Sorbonne},
  Year                     = {1910},

  Url                      = {http://www.theodore-roosevelt.com/images/research/speeches/maninthearena.pdf}
}

@Misc{Rosapepe.2001,
  Title                    = {Half Way Home: Romania's Abandoned Children Ten Years After The Revolution},

  Author                   = {Rosapepe, James C},
  Year                     = {2001},

  Url                      = {http://www.usembassy.ro/USAID/Documents/10YearsRetrospective.pdf}
}

@InCollection{Rosen.1977,
  Title                    = {Human Capital: A Survey of Empirical Research},
  Author                   = {Rosen, Sherwin},
  Booktitle                = {Research in Labor Economics},
  Publisher                = {{JAI} Press},
  Year                     = {1977},

  Address                  = {Greenwich, CT},
  Editor                   = {Ehrenberg, Ronald G.},
  Pages                    = {3--40},
  Volume                   = {1}
}

@Article{Rosenbaum.1983,
  author  = {Rosenbaum, Paul R and Rubin, Donald B},
  title   = {The Central Role of the Propensity Score in Observational Studies for Causal Effects},
  journal = {Biometrika},
  year    = {1983},
  volume  = {70},
  number  = {1},
  pages   = {41--55},
}

@Book{Rosenberg.1965,
  Title                    = {Society and the Adolescent Self-Image},
  Author                   = {Rosenberg, Morris},
  Publisher                = {Princeton University Press},
  Year                     = {1965},

  Address                  = {Princeton, NJ}
}

@Article{Rosenzweig.1983,
  author  = {Rosenzweig, Mark R and Schultz, Paul T},
  title   = {Estimating a Household Production Function: Heterogeneity, the Demand for Health Inputs, and Their Effect on Birth Weight},
  journal = {The Journal of Political Economy},
  year    = {1983},
  volume  = {91},
  number  = {5},
  pages   = {723--746},
}

@InCollection{Rosenzweig.1997b,
  Title                    = {Introduction: Population and Family Economics},
  Author                   = {Rosenzweig, Mark R and Stark, Oded},
  Booktitle                = {Handbook of Population and Family Economics},
  Publisher                = {North-Holland Publishing Company},
  Year                     = {1997},

  Address                  = {Amsterdam, NL},
  Editor                   = {Rosenzweig, Mark R and Stark, Oded},
  Pages                    = {1--17},
  Volume                   = {1A},

  Abstract                 = {demographic behavior, family organisation composition constraints technology incentive structure demographics fertility marriage contraception family behavior effects of targeted welfare programs depend on relationship across and within households efficacy of macro programs is conditioned by extent and character of intergenerational family economics cost of welfare policies supporting children depend on response of family and marriage decision to economic incentives theoretical literature of the family formation structure ressource allocation dissolution building blocks of microeconmics preferences techknologies concepts and tools public good transferable utility programming game theory cooperative noncooperative$\backslash$new}
}

@Article{Rosenzweig.2000,
  author  = {Rosenzweig, Mark R and Wolpin, Kenneth I},
  title   = {Natural ''Natural'' Experiments in Economics},
  journal = {Journal of Economic Literature},
  year    = {2000},
  volume  = {38},
  number  = {4},
  pages   = {827--874},
}

@Article{Rosenzweig.1995,
  author  = {Rosenzweig, Mark R and Wolpin, Kenneth I},
  title   = {Sisters, Siblings, and Mothers: The Effect of Teen-Age Childbearing on Birth Outcomes ind a Dynamic Family Context},
  journal = {Econometrica},
  year    = {1995},
  volume  = {63},
  number  = {2},
  pages   = {303--326},
}

@Article{Rosenzweig.1991,
  author  = {Rosenzweig, Mark R and Wolpin, Kenneth I},
  title   = {Inequality at Birth: The Scope for Policy Intervention},
  journal = {Journal of Econometrics},
  year    = {1991},
  volume  = {50},
  number  = {1-2},
  pages   = {205--228},
}

@Article{Roshol.2006,
  author  = {Roshol, Michael and Svarer, Michael and Hammer, Bo},
  title   = {A Danish Profiling Service},
  journal = {IZA Discussion Paper},
  year    = {2006},
  volume  = {No. 1418},
}

@Article{Ross.1999,
  author  = {Ross, Catherine E and Mirowsky, John},
  title   = {Refining the Assocation between Education and Health: The Effects of Quantity, Credential, and Selectivity},
  journal = {Demography},
  year    = {1999},
  volume  = {36},
  number  = {4},
  pages   = {445--460},
}

@Article{Roth.2008,
  author  = {Roth, Alvin E},
  title   = {What have we learned from Market Design},
  journal = {Economic Journal},
  year    = {2008},
  volume  = {118},
  number  = {527},
  pages   = {285--310},
}

@Article{Rothschild.1970,
  author  = {Rothschild, Michael and Stiglitz, Joseph E.},
  title   = {Increasing risk: I. {A} definition},
  journal = {Journal of Economic Theory},
  year    = {1970},
  volume  = {2},
  number  = {3},
  pages   = {225--243},
}

@InCollection{Rotter.1972b,
  Title                    = {Generalized Expectancies for Internal Versus External Control of Reinforcement},
  Author                   = {Rotter, Julian B},
  Booktitle                = {Applications of a Social Learning Theory of Personality},
  Publisher                = {Holt, Rinehart, and Winston},
  Year                     = {1972},

  Address                  = {New York City, NY},
  Editor                   = {Rotter, Julian B and Chance, June E and Phares, Jerry E},
  Pages                    = {260--295}
}

@Article{Rotter.1966,
  author  = {Rotter, Julian B.},
  title   = {Generalized Expectancies for Internal Versus External Control of Reinforcement},
  journal = {Psychological Monographs: General and Applied},
  year    = {1966},
  volume  = {80},
  number  = {1},
  pages   = {1--28},
}

@Article{Roy.1951,
  author  = {Roy, A D},
  title   = {Some Thoughts on the Distribution of Earnings},
  journal = {Oxford Economic Papers},
  year    = {1951},
  volume  = {3},
  number  = {2},
  pages   = {135--146},
}

@Article{Roy.1950,
  author    = {A. D. Roy},
  title     = {The Distribution of Earnings and of Individual Output},
  journal   = {The Economic Journal},
  year      = {1950},
  volume    = {60},
  number    = {239},
  pages     = {489--505},
  issn      = {00130133, 14680297},
  publisher = {[Royal Economic Society, Wiley]},
}

@Article{Rubin.1981,
  author  = {Rubin, Donald B},
  title   = {The Byesian Bootstrap},
  journal = {The Annals of Statistics},
  year    = {1981},
  volume  = {9},
  number  = {1},
  pages   = {130--134},
}

@InCollection{Rubinstein.2006,
  author    = {Yona Rubinstein and Yoram Weiss},
  title     = {Post Schooling Wage Growth: Investment, Search and Learning},
  booktitle = {Handbook of the Economics of Education},
  publisher = {Elsevier},
  year      = {2006},
  editor    = {E. Hanushek and F. Welch},
  volume    = {1},
  series    = {Handbook of the Economics of Education},
  pages     = {1 - 67},
  issn      = {1574-0692},
}

@Book{Russel.2009,
  Title                    = {Artifical Intelligence: A Modern Approach},
  Author                   = {Russel, Stuart and Norvig, Peter},
  Publisher                = {Prentice Hall},
  Year                     = {2009},

  Address                  = {New York City, NY}
}

@InCollection{Rust.2008,
  author    = {Rust, John},
  title     = {Dynamic programming},
  booktitle = {The New Palgrave Dictionary of Economics},
  publisher = {Palgrave Macmillan},
  year      = {2008},
  editor    = {Durlauf, Steven N and Blume, Lawrence E},
  pages     = {1471--1489},
  address   = {London, UK},
}

@InCollection{Rust.1994,
  author    = {Rust, John},
  title     = {Structural Estimation of {M}arkov Decision Processes},
  booktitle = {Handbook of {E}conometrics},
  publisher = {North-Holland Publishing Company},
  year      = {1994},
  editor    = {Engle, Robert and McFadden, Daniel},
  pages     = {3081--3143},
  address   = {Amsterdam, Netherlands},
}

@Article{Rust.2014,
  author  = {Rust, John},
  title   = {The limits of inference with theory: A review of {W}olpin (2013)},
  journal = {Journal of Economic Literature},
  year    = {2014},
  volume  = {52},
  number  = {3},
  pages   = {820--850},
}

@Article{Rust.2010,
  author  = {Rust, John},
  title   = {Comments on Micheal Keane's Structural vs. Atheoretic Approaches to Econometrics},
  journal = {Unpublished Manuscript},
  year    = {2010},
}

@Article{Rust.1997,
  author  = {Rust, John},
  title   = {Using Randomization to Break the Curse of Dimensionality},
  journal = {Econometrica},
  year    = {1997},
  volume  = {65},
  number  = {3},
  pages   = {487--516},
}

@Article{Rust.1997a,
  author  = {Rust, John},
  title   = {Dealing with Complexity of Economic Calculation},
  journal = {Unpublished Manuscript},
  year    = {1997},
}

@Article{Rust.1992,
  author  = {Rust, John},
  title   = {Do People Behave According to Bellman's Principle of Optimality},
  journal = {Unpublished Manuscript},
  year    = {1992},
}

@Article{Rust.1987,
  author  = {Rust, John},
  title   = {Optimal Replacement of {GMC} Bus Engines: An Empirical Model of {Harold Zurcher}},
  journal = {Econometrica},
  year    = {1987},
  volume  = {55},
  number  = {5},
  pages   = {999--1033},
}

@Article{Ruszczynski.2010,
  author  = {Ruszczy\'{n}ski, Andrzej},
  title   = {Risk-averse dynamic programming for {M}arkov decision processes},
  journal = {Mathematical Programming},
  year    = {2010},
  volume  = {125},
  number  = {2},
  pages   = {235--261},
}

@Book{Rutter.2006,
  Title                    = {Genes and Behavior: Nature-Nurture Interplay Explained},
  Author                   = {Rutter, Michael},
  Publisher                = {Blackwell Publishers},
  Year                     = {2006},

  Address                  = {Oxford, UK}
}

@Article{Rutter.1998,
  author  = {Rutter, Michael},
  title   = {Developmental Catch-Up, And Deficit, Following Adoption After Severe Global Early Privation},
  journal = {Journal of Child Psychology and Psychiatry},
  year    = {1998},
  volume  = {39},
  number  = {4},
  pages   = {465--476},
}

@Article{Rutter.2006b,
  author  = {Rutter, Michael and Moffitt, Terrie E and Caspi, Avshalom},
  title   = {Gene-Environment Interplay and Psychopathology: Multiple Varieties but Real Effects},
  journal = {Journal of Child Psychology and Psychiatry},
  year    = {2006},
  volume  = {47},
  number  = {3/4},
  pages   = {226--261},
}

@Article{Sacerdote.2001,
  author  = {Sacerdote, Bruce},
  title   = {Peer Effects with Random Assignment: Results for Dartmouth Roomates},
  journal = {Quarterly Journal of Economics},
  year    = {2001},
  volume  = {116},
  number  = {2},
  pages   = {681--704},
}

@article{Saghafian.2018,
	title = {Ambiguous partially observable {M}arkov decision processes: {S}tructural results and applications},
	journal = {Journal of Economic Theory},
	volume = {178},
	pages = {1-35},
	year = {2018},
	issn = {0022-0531},
	doi = {https://doi.org/10.1016/j.jet.2018.08.006},
	url = {https://www.sciencedirect.com/science/article/pii/S0022053118304770},
	author = {Soroush Saghafian},
}

@Article{Salm.2008,
  author  = {Salm, Martin and Schunk, Daniel},
  title   = {The Role of Childhood Health for the Intergenerational Transmission of Human Capital: Evidence from Administrative Data},
  journal = {IZA Discussion Paper},
  year    = {2008},
  volume  = {No. 3646},
}

@InCollection{Salovey.1998,
  Title                    = {Healt Behavior},
  Author                   = {Salovey, Peter and Rothman, Alexander J and Rodin, Judith},
  Booktitle                = {The Handbook of Social Psychology},
  Publisher                = {Oxford University Press},
  Year                     = {1998},

  Address                  = {New York City, NY},
  Editor                   = {Gilbert, Daniel T and Fiske, Susan T and Lindzey, Gardner},
  Pages                    = {662--683},
  Volume                   = {2}
}

@Book{Saltelli.2008,
  author    = {Saltelli, Andrea and Ratto, Marco and Andres, Terry and Campolongo, Francesca and Cariboni, Jessica and Gatelli, Debora and Saisana, Michaela and Tarantola, Stefano},
  title     = {Global sensitivity analysis: The primer},
  year      = {2008},
  publisher = {John Wiley \& Sons},
  address   = {Chichester, UK},
}


@Book{Saltelli.2004,
  author    = {Saltelli, Andrea and Tarantola, Stefano and Campolongo, Francesca and Ratto, Marco},
  title     = {Sensitivity analysis in practice: A guide to assessing scientific models},
  year      = {2004},
  publisher = {John Wiley \& Sons},
  address   = {Chichester, UK},
}

@Article{Samuelson.1937,
  author  = {Samuelson, Paul A.},
  title   = {A note on measurement of utility},
  journal = {Review of Economic Studies},
  year    = {1937},
  volume  = {4},
  number  = {2},
  pages   = {155--161},
}

@article{Samuelson.1938,
	author = {Samuelson,  Paul A.},
	journal = {Economica},
	number = {17},
	pages = {61--71},
	title = {A Note on the Pure Theory of Consumer's Behaviour},
	volume = {5},
	year = {1938}
}

@Article{Sandberg.2001,
  author  = {Sandberg, John F and Hofferth, Sandra L},
  title   = {Changes in Children's Time with Parents, U.S. 1981 - 1997},
  journal = {Demography},
  year    = {2001},
  volume  = {38},
  number  = {3},
  pages   = {423--436},
}

@Article{Sargan.1958,
  author  = {Sargan, J D},
  title   = {The Estimation of Economic Relationships using Instrumental Variables},
  journal = {Econometrica},
  year    = {1958},
  volume  = {26},
  number  = {3},
  pages   = {393--415},
}

@Article{Sargent.2013,
	author  = {Sargent, R G},
	title   = {Verification and validation of simulation models},
	journal = {Journal of Simulation},
	year    = {2013},
	volume  = {7},
	pages   = {12--24},
}

@Article{Sarin.1998,
  author  = {Sarin, Rakesh and Wakker, Peter P},
  title   = {Dynamic Choice and NonExpected Utility},
  journal = {Journal of Risk and Uncertainty},
  year    = {1998},
  volume  = {17},
  number  = {2},
  pages   = {87--119},
}

@Article{Sattinger.1975,
  author    = {Michael Sattinger},
  title     = {Comparative Advantage and the Distributions of Earnings and Abilities},
  journal   = {Econometrica},
  year      = {1975},
  volume    = {43},
  number    = {3},
  pages     = {455--468},
  issn      = {00129682, 14680262},
  abstract  = {A model is developed to describe the allocation of laborers to tasks. The relation between the distributions of earnings and abilities is found to depend on the presence of comparative advantage. Various features of the distribution of earnings are explained in terms of the time taken by a given grade of labor to perform a task of a given difficulty.},
  publisher = {[Wiley, Econometric Society]},
}

@Article{Saudino.2008,
  author  = {Saudino, Kimberly J and Zapfe, Jeffrey A},
  title   = {Genetic Influences on Activity Level in Early Childhood: Do Situations Matter?},
  journal = {Child Development},
  year    = {2008},
  volume  = {79},
  number  = {4},
  pages   = {930--943},
}

@Book{Sauer.2011,
  Title                    = {Numerical Analysis},
  Author                   = {Sauer, Timothy},
  Publisher                = {Pearson},
  Year                     = {2011}
}

@Book{Savage.1954,
  author    = {Savage, Leonard J},
  title     = {The foundations of statistics},
  year      = {1954},
  publisher = {John Wiley \& Sons},
  address   = {New York City, NY},
}

@Article{Savage.1951,
  author  = {Savage, L J},
  title   = {The Theory of Statistical Decisions},
  journal = {Journal of the American Statistical Association},
  year    = {1951},
  volume  = {46},
  number  = {23},
  pages   = {55--67},
}

@Article{Schennach.2004,
  author  = {Schennach, Susanne},
  title   = {Estimation of Nonlinear Models with Measurement Error},
  journal = {Econometrica},
  year    = {2004},
  volume  = {72},
  number  = {1},
  pages   = {33--75},
}

@Article{Schennach.2004b,
  author  = {Schennach, Susanne},
  title   = {Nonparametric Estimation in the Presence of Measurement Error},
  journal = {Econometric Theory},
  year    = {2004},
  volume  = {20},
  pages   = {1046--1093},
}

@Article{Schennach.2010,
  author  = {Schennach, Susanne and White, Halbert and Chalak, Karim},
  title   = {Local Indirect Least Squares and Average Marginal Effects in Nonseparable Structural Systems},
  journal = {Working Paper},
  year    = {2010},
}

@Article{Schlesinger.1979,
  author  = {Schlesinger, S},
  title   = {Terminology for Model Credibility},
  journal = {Simulation},
  year    = {1979},
  volume  = {32},
  number  = {2},
  pages   = {103--104},
}

@Article{Schmeidler.1989,
  author  = {Schmeidler, David},
  title   = {Subjective Probability and Expected Utility without Additivity},
  journal = {Econometrica},
  year    = {1989},
  volume  = {57},
  number  = {3},
  pages   = {571--587},
}

@Article{Schmieder.2012,
  author  = {Schmieder, Johannes and von Wachter, Till and Bender, Stefan},
  title   = {The Effects of Extended Unemployment Insurance Over the Business Cycle: Evidence from Regression Discontinuity Estimates over Twenty Years},
  journal = {Quarterly Journal of Economics},
  year    = {2012},
  volume  = {forthcomin},
}

@Article{Schmieder.2016,
  author  = {Schmieder, Johannes F. and von Wachter, Till and Bender, Stefan},
  title   = {The effect of unemployment benefits and nonemployment durations on wages},
  journal = {American Economic Review},
  year    = {2016},
  volume  = {106},
  number  = {3},
  pages   = {739--777},
}

@Article{Schneider.2010,
  author  = {Schneider, Hilmar and Uhlendorff, Arne and Zimmermann, Klaus F},
  title   = {Mit Workfare aus der Sozialhilfe? {L}ehren aus einem Modellprojekt},
  journal = {Zeitschrift für Arbeitsmarkt- und Berufsforschung},
  year    = {2010},
}

@Book{Schofield.2004,
  Title                    = {Mathematical Methods in Economics and Social Choice},
  Author                   = {Schofield, Norman},
  Publisher                = {Springer},
  Year                     = {2004},

  Address                  = {Berlin, GER}
}

@Article{Schorfheide.2012,
  author  = {Schorfheide, Frank and Wolpin, Kenneth I.},
  title   = {On the Use of Holdout Samples for Model Selection},
  journal = {American Economic Review},
  year    = {2012},
  volume  = {102},
  number  = {3},
  pages   = {477--481},
}

@Article{Schubert.1999,
  author    = {Schubert, Renate and Brown, Martin and Gysler, Matrhias and {Wolfgang Brachinger}, Hans},
  title     = {{Financial Desision-Making: Are Women Really More Risk-Averse?}},
  journal   = {American Economic Association},
  year      = {1999},
  volume    = {89},
  number    = {2},
  pages     = {381--385},
  publisher = {JSTOR},
}

@Article{Schupp.2008,
  author  = {Schupp, J\"{u}rgen and Herrmann, Sabrina and Jaensch, Peter and Lang, Frieder R},
  title   = {Erfassung Kognitiver Leistungspotentiale Erwachsener im Sozio-oekonomischen Panel (SOEP)},
  journal = {DIW Data Documentation},
  year    = {2008},
  volume  = {32},
}

@Book{Schweinhart.2005,
  Title                    = {Lifetime Effects: The High/Scope Perry Preschool Study Through Age 40},
  Author                   = {Schweinhart, Lawrence J and Montie, Jeanne and Xiang, Zongping and Barnett, Steve W and Belfield, Clive R and Nores, Milagros},
  Publisher                = {High/Scope Press},
  Year                     = {2005},

  Address                  = {Ypsilanti, MI}
}

@Article{Schwerdt.2011,
  author  = {Schwerdt, Guido and Wolter, Stefan C and Messer, Dolores},
  title   = {Effects of Adult Education Vouchers on the Effects of Adult Education Vouchers on the Labor Market : Evidence from a Randomized Field Experiment},
  journal = {IZA Discussion Paper},
  year    = {2011},
  number  = {No. 5431},
  annote  = {sample size? outcomes: earnings, education, subsequent employment time frame: one year heterogeneity effects LATE as policy relevant effect whole population as sample, not just the unemployed vouchers were distributed at three different face values (200, 750, 1500), clear cost per person average duration of courses was 12 hours attempt to characterize the complier population drawbacks: heterogeneity of treatment},
}

@Article{Schweri.2011,
	author = {Schweri, Juerg and Hartog, Joop and Wolter, Stefan C.},
	title = {Do Students Expect Compensation for Wage Risk?},
	journal = {Economics of Education Review},
	volume = {30},
	number = {2},
	pages = {215 - 227},
	year = {2011},
}

@Book{Scott.1992,
  Title                    = {Multivariate Density Estimation. Theory, Practice and Visualization},
  Author                   = {Scott, D W},
  Publisher                = {Wiley},
  Year                     = {1992},

  Address                  = {New York City, NY}
}

@InProceedings{statsmodels,
  Title                    = {Statsmodels: Econometric and statistical modeling with python},
  Author                   = {Seabold, Skipper and Perktold, Josef},
  Booktitle                = {9th Python in Science Conference},
  Year                     = {2010}
}

@Article{Segal.2008,
  author  = {Segal, Carmit},
  title   = {Classroom Behavior},
  journal = {The Journal of Human Resources},
  year    = {2008},
  volume  = {43},
  number  = {4},
  pages   = {783--814},
}

@Article{Seitz.2009,
  author  = {Seitz, Shannon},
  title   = {Accounting for Racial Differences in Marriage and Employment},
  journal = {Journal of Labor Economics},
  year    = {2009},
}

@Book{Sen.2000,
  Title                    = {Development as Freedom},
  Author                   = {Sen, Armatya K},
  Publisher                = {Anchor Books},
  Year                     = {2000},

  Address                  = {New York City, NY}
}

@Book{Sen.1992,
  Title                    = {Inequality Reexamined},
  Author                   = {Sen, Armatya K},
  Publisher                = {Harvard University Press},
  Year                     = {1992},

  Address                  = {Cambridge, MA}
}

@Book{Sewell.1975,
  Title                    = {Education, Occupation and Earnings: Achievement in the Early Career},
  Author                   = {Sewell, William H and Hauser, Robert M},
  Publisher                = {Academic Press},
  Year                     = {1975},

  Address                  = {New York City, NY}
}

@Book{Shafer.1976,
  title     = {A Mathematical Theory of Evidence},
  publisher = {Princeton University Press},
  year      = {1976},
  author    = {Shafer, Glenn},
  address   = {Princeton, NJ},
}

@Article{Shaikh.2009,
  author  = {Shaikh, Azeem and Vytlacil, Edward J},
  title   = {Partial Identification in Triangular Systems of Equations with Binary Dependent Variables},
  journal = {Econometrica},
  year    = {2011},
  volume  = {79},
  number  = {3},
  pages   = {949--955},
}

@Article{Shaikh.2005,
  author  = {Shaikh, Azeem and Vytlacil, Edward J},
  title   = {Limited Dependent Variable Models and Bounds on Treatment Effects: A Nonparametric Analysis},
  journal = {NBER Technical Working Paper},
  year    = {2005},
  number  = {307},
}

@Article{Shakotko.1980,
  author  = {Shakotko, Robert A and Edwards, Linda N and Grossman, Michael},
  title   = {An Exploration of the Dynamic Relationship Between Health and Cognitive Development in Adolescence},
  journal = {NBER Working Paper},
  year    = {1980},
  volume  = {454},
}

@Article{Shea.2000,
  author  = {Shea, John},
  title   = {Does Parent's Money Matter?},
  journal = {Journal of Public Economics},
  year    = {2000},
  volume  = {77},
  number  = {2},
  pages   = {155--184},
}

@Book{Shoham.2010,
  author    = {Shoham, Yoav and Leyton-Brown, Kevin},
  title     = {MULTIAGENT SYSTEMS Algorithmic,Game-Theoretic, and Logical Foundations},
  isbn      = {9780521899437},
  pages     = {503},
  publisher = {Cambridge University Press},
  abstract  = {Imagine a personal software agent engaging in electronic commerce on your behalf. Say the task of this agent is to track goods available for sale in various online venues over time, and to purchase some of them on your behalf for an attractive price. In order to be successful, your agent will need to embody your preferences for products, your budget, and in general your knowledge about the environment in which it will operate. Moreover, the agent will need to embody your knowledge of other similar agents with which it will interact (e.g., agents who might compete with it in an auction, or agents representing store owners)—including their own preferences and knowledge. Acollection of such agents forms amultiagent system. The goal of this book is to bring under one roof a variety of ideas and techniques that provide foundations for modeling, reasoning about, and building multiagent systems. Somewhat strangely for a book that purports to be rigorous, we will not give a precise definition of a multiagent system. The reason is that many competing, mutually inconsistent answers have been offered in the past. Indeed, even the seemingly simpler question—What is a (single) agent?—has resisted a definitive answer. For our purposes, the following loose definition will suffice: Multiagent systems are those systems that include multiple autonomous entities with either diverging information or diverging interests, or both.},
  address   = {Cambridge, MA},
  keywords  = {algorithms, auctions, communication, competition, cooperation, distributed problem solving, game theory, learning, logic, mechani, mechanism design, social choice},
  year      = {2010},
}

@Article{Shorrocks.1978,
  author  = {Shorrocks, Anthony},
  title   = {Income Inequality and Income Mobility},
  journal = {Journal of Economic Theory},
  year    = {1978},
  volume  = {19},
  number  = {2},
  pages   = {376--393},
}

@Article{Shumway.1982,
  author  = {Shumway, Robert H and Stoffer, David S},
  title   = {An Approach to Time Series Smoothing and Forecasting Using the EM Algorithm},
  journal = {Journal of TIme Series Analysis},
  year    = {1982},
  volume  = {3},
  number  = {4},
  pages   = {253--264},
}

@Book{Silverman.1986,
  Title                    = {Density Estimation},
  Author                   = {Silverman, B W},
  Publisher                = {Chapman \& Hall},
  Year                     = {1986},

  Address                  = {London, United Kingdom}
}

@Article{Simester.2006,
  author    = {Simester, Duncan I and Sun, Peng and Tsitsiklis, John N},
  title     = {Dynamic catalog mailing policies},
  journal   = {Management Science},
  year      = {2006},
  volume    = {52},
  number    = {5},
  pages     = {683--696},
  publisher = {INFORMS},
}

@Article{Simonson.1992,
  author  = {Simonson, Itamar and Taversky, Amos},
  title   = {Choice in Context: Tradeoff Constrast and Extremeness Aversion},
  journal = {Journal of Marketing Research},
  year    = {1992},
  volume  = {29},
  number  = {3},
  pages   = {281--295},
}

@InCollection{Singer.1985,
  Title                    = {Alternative Methods for Evaluating the Impact of Interventions},
  Author                   = {Singer, Burton and Heckman, James J},
  Booktitle                = {Longitudinal Analysis of Labor Market Data},
  Publisher                = {Cambridge University Press},
  Year                     = {1985},

  Address                  = {Cambridge, MA},
  Editor                   = {Heckman, James J and Singer, Burton}
}

@Article{Siniscalchi.2011,
  author  = {Siniscalchi, Marciano},
  title   = {Dynamic choice under ambiguity},
  journal = {Theoretical Economics},
  year    = {2011},
  volume  = {6},
  number  = {3},
  pages   = {379--421},
}

@Book{Skiadas.2009,
  title     = {Asset Pricing Theory},
  publisher = {Princeton University Press},
  year      = {2009},
  author    = {Skiadas, Costis},
  series    = {Princeton Series in Finance},
  address   = {Princeton, NJ},
}

@article{Skiadas.2013,
	author = {Skiadas, Costis},
	journal = {Journal of Political Economy},
	number = {4},
	pages = {775--792},
	publisher = {The University of Chicago Press},
	title = {Smooth Ambiguity Aversion toward Small Risks and Continuous-Time Recursive Utility},
	volume = {121},
	year = {2013}
}

@Article{Sklar.1959,
  author  = {Sklar, A},
  title   = {Fonctions de Reparition a n Dimensions et Leurs Marges},
  journal = {Publications de l'Institute de Statistique de l'Universite de Paris},
  year    = {1959},
  volume  = {8},
  pages   = {229--231},
}

@InCollection{Smith.2008b,
  Title                    = {Indirect Inference},
  Author                   = {Smith, Anthony A},
  Booktitle                = {The New Palgrave Dictionary of Economics},
  Publisher                = {Palgrave Macmillan},
  Year                     = {2008},
  Editor                   = {Durlauf, Steven N and Blume, Lawrence E}
}

@Article{Smith.2016,
  author  = {Smith, Austin C.},
  title   = {Spring forward at your own risk: Daylight saving time and fatal vehicle crashes.},
  journal = {American Economic Journal: Applied Economics},
  year    = {2016},
  volume  = {8},
  number  = {2},
  pages   = {65--91},
}

@Article{Smith.1961,
  author  = {Smith, Cedric A B},
  title   = {Consistency in Statistical Inference and Decision},
  journal = {Journal of the Royal Statistical Society. Series B},
  year    = {1961},
  volume  = {23},
  number  = {1},
  pages   = {1--37},
}

@Article{Smith.2008,
  author  = {Smith, James P},
  title   = {Diabetes and the Rise of the SES Health Gradient},
  journal = {Proceedings of the National Academy of Science},
  year    = {2008},
  volume  = {forthcomin},
}

@Article{Smith.2005,
  author  = {Smith, Murray},
  title   = {Using Copulas to Model Switching Regimes with an Application to Child Labour},
  journal = {Economic Record},
  year    = {2005},
  volume  = {81},
  number  = {255},
  pages   = {S47----S57},
}

@Article{Smith.2003,
  author  = {Smith, Murray},
  title   = {Modeling Sample Selection using Achimedean Copulas},
  journal = {Econometrics Journal},
  year    = {2003},
  number  = {6},
  pages   = {99--123},
}

@Book{Smith.2014,
  author    = {Smith, Ralph C.},
  title     = {Uncertainty quantification: Theory, implementation, and applications},
  year      = {2014},
  publisher = {SIAM},
  address   = {Philadelphia, PA},
}

@InCollection{Sniedovich.2016,
  Title                    = {From Statistical Decision Theory to Robust Optimization: A Maximin Perspective on Robust Decision-Making},
  Author                   = {Sniedovich, Moshe},
  Booktitle                = {Robustness Analysis in Decision Aiding, Optimization, and Analytics},
  Publisher                = {Springer},
  Year                     = {2016},
  Pages                    = {59--87}
}

@Article{Snow.1990,
  author    = {Arthur Snow and Ronald S. Warren},
  title     = {Human Capital Investment and Labor Supply Under Uncertainty},
  journal   = {International Economic Review},
  year      = {1990},
  volume    = {31},
  number    = {1},
  pages     = {195-206},
  owner     = {peisenha},
  timestamp = {2017.02.21},
}

@Book{Snyder.1993,
  Title                    = {120 Years of American Education: A Statistical Portrait},
  Author                   = {Snyder, T. D.},
  Publisher                = {U.S. Deptartment of Education, Office of Educational Research and Improvement},
  Year                     = {1993},

  Address                  = {Washington, D.C.},

  Owner                    = {peisenha},
  Timestamp                = {2017.03.11}
}

@Book{Snyman.2005,
  Title                    = {Practical Mathematical Optimization: An Introduction to Basic Optimization Theory and Classical and New Gradient-Based Algorithms},
  Author                   = {Snyman, Jan A.},
  Publisher                = {Springer Science \& Business Media},
  Year                     = {2005},
  Address                  = {New York City, NY}
}

@InCollection{Sobel.1988,
  Title                    = {An overview of nonstandard criteria in {M}arkov decision processes},
  Author                   = {Sobel, M. J.},
  Booktitle                = {Proceedings Airlie House NSF Conference, Airlie, Virginia},
  Publisher                = {National Science Foundation},
  Year                     = {1988},

  Address                  = {Washington}
}

@InCollection{Solon.1999,
  Title                    = {Intergenerational Mobility in the Labor Market},
  Author                   = {Solon, Gary},
  Booktitle                = {Handbook of Labor Economics},
  Publisher                = {North-Holland Publishing Company},
  Year                     = {1999},

  Address                  = {Amsterdam, NL},
  Editor                   = {Ashenfelter, Orley and Card, David},
  Pages                    = {1761--1800},
  Volume                   = {3A}
}

@Article{Solon.2002,
  author  = {Solon, Gary},
  title   = {Cross-Country Differences in Intergenerational Earnings Mobility},
  journal = {Journal of Economic Perspectives},
  year    = {2002},
  volume  = {16},
  number  = {3},
  pages   = {59--66},
}

@Article{Solon.1992,
  author  = {Solon, Gary},
  title   = {Intergenerational Income Mobility in the United States},
  journal = {American Economic Review},
  year    = {1992},
  volume  = {82},
  number  = {3},
  pages   = {393--408},
}

@Article{Solon.1989,
  author  = {Solon, Gary},
  title   = {Biases in the Estimation of Intergenerational Earnings Correlations},
  journal = {Review of Economics and Statistics},
  year    = {1989},
  volume  = {71},
  number  = {1},
  pages   = {172--174},
}

@Book{Spall.2003,
  title     = {Introduction to Stochastic Search and Optimization},
  publisher = {Wiley},
  year      = {2003},
  author    = {Spall, J.C.},
  isbn      = {9780471722137},
  abstract  = {A unique interdisciplinary foundation for real-world problem solving Stochastic search and optimization techniques are used in a vast number of areas, including aerospace, medicine, transportation, and finance, to name but a few. Whether the goal is refining the design of a missile or aircraft, determining the effectiveness of a new drug, developing the most efficient timing strategies for traffic signals, or making investment decisions in order to increase profits, stochastic algorithms can help researchers and practitioners devise optimal solutions to countless real-world problems. Introduction to Stochastic Search and Optimization: Estimation, Simulation, and Control is a graduate-level introduction to the principles, algorithms, and practical aspects of stochastic optimization, including applications drawn from engineering, statistics, and computer science. The treatment is both rigorous and broadly accessible, distinguishing this text from much of the current literature and providing students, researchers, and practitioners with a strong foundation for the often-daunting task of solving real-world problems. The text covers a broad range of today's most widely used stochastic algorithms, including: Random searchRecursive linear estimationStochastic approximationSimulated annealingGenetic and evolutionary methodsMachine (reinforcement) learningModel selectionSimulation-based optimizationMarkov chain Monte CarloOptimal experimental design The book includes over 130 examples, Web links to software and data sets, more than 250 exercises for the reader, and an extensive list of references. These features help make the text an invaluable resource for those interested in the theory or practice of stochastic search and optimization.},
  issn      = {0040-1706},
  pages     = {595},
  pmid      = {20941455},
}

@Article{Spearman.1904,
  author  = {Spearman, Charles},
  title   = {''General Intelligence'', Objectively Determined and Measured},
  journal = {American Journal of Psychology},
  year    = {1904},
  volume  = {15},
  pages   = {201--293},
}

@Article{Spence.1973,
  author    = {MIcheal Spence},
  title     = {Job Market Signaling},
  journal   = {The Quarterly Journal of Economics},
  year      = {1973},
  volume    = {87},
  number    = {3},
  pages     = {355-374},
  owner     = {peisenha},
  timestamp = {2017.02.20},
}

@Article{Spiess.2010,
  author  = {Spiess, Katharina C},
  title   = {Oekonomie Fruehkindlicher Bildung und Betreuung - Aktuelle Ergebnisse aus dem deutschsprachige Forschungsraum},
  journal = {Vierteljahreshefte zur Wirtschaftsforschung},
  year    = {2010},
  volume  = {79},
  pages   = {5--10},
}

@Book{Stachurski.2009,
  Title                    = {Economic Dynamics: Theory and Computation},
  Author                   = {Stachurski, John},
  Publisher                = {MIT Press},
  Year                     = {2009},

  Address                  = {Cambridge, MA}
}

@InCollection{Stafford.2005,
  Title                    = {The Distribution of Children's Developmental Resources},
  Author                   = {Stafford, Frank and Yeung, Wei-Jun J},
  Booktitle                = {The Economics of Time Use},
  Publisher                = {Elsevier Science},
  Year                     = {2005},

  Address                  = {Amsterdam, NL},
  Editor                   = {Hammermesh, Daniel S and Pfann, Gerard A},
  Pages                    = {289--313}
}

@Article{Staghoej.2010,
  author  = {Staghoej, Jonas and Svarer, Michael and Rosholm, Michael},
  title   = {Choosing the Best Training Programme: Is There a Case for Statistical Treatment Rules},
  journal = {Oxford Bulletin of Economics and Statistics},
  year    = {2010},
  volume  = {72},
  number  = {2},
  pages   = {172--201},
}

@Article{Stange.2012,
  author    = {Kevin M. Stange},
  title     = {An empirical Investigation of the option value of college enrollment},
  journal   = {American Economic Journal: Applied Economics},
  year      = {2012},
  volume    = {4},
  number    = {1},
  pages     = {49-84},
  owner     = {peisenha},
  timestamp = {2017.10.01},
}

@Article{Starmer.2000,
  author   = {Starmer, Chris},
  title    = {{Developments in Non-Expected Utility Theory: The Hunt for a Descriptive Theory of Choice under Risk}},
  journal  = {Journal of Economic Literature},
  year     = {2000},
  volume   = {38},
  number   = {2},
  pages    = {332--382},
  issn     = {0022-0515},
  abstract = {This article reviews recent developments in the economic theory of individual decision making under risk. Since the 1950s it has been known that individual choices violate the standard model of expected utility in predictable ways. Considerable research effort has now been devoted to the project of developing a superior descriptive model. Following an overview of non-expected utility theories which distinguishes between "conventional" and "non-conventional" approaches, the paper seeks to assess these alternative models in terms of empirical success (using laboratory and field data) and theoretical usefulness. The closing sections reflect on some new directions emerging in this literature.},
  isbn     = {0022-0515},
  pmid     = {1168},
}

@Article{Stephan.2011,
  author  = {Stephan, Gesine and Krug, Gerhard},
  title   = {Is Contracting-Out Intensified Placement Services More Effective than In-House Production? {E}vidence from a Randomized Field Experiment},
  journal = {Unpublished Manuscript},
  year    = {2011},
}

@Article{Stephan.2006,
  author  = {Stephan, Gesine and R\"{a}ssler, Susanne and Schewe, Torben},
  title   = {Das TrEffeR-Projekt der Bundesagentur f\"{u}r Arbeit: Die Wirkung von Ma{\{}{\ss}{\}nahmen Aktiver Arbeitsmarktpolitik}},
  journal = {Zeitschrift f\"{u}r Arbeitsmarkt- und Berufsforschung},
  year    = {2006},
  volume  = {39},
  number  = {3-4},
  pages   = {447--465},
}

@Article{Stern.2013,
  author  = {Stern, Nicholas},
  title   = {The Structure of Economic Modeling of the Potential Impacts of Climate Change: Grafting Gross Underestimation of Risk onto Already Narrow Science Models},
  journal = {Journal of Economic Literature},
  year    = {2013},
  volume  = {51},
  number  = {3},
  pages   = {838--859},
}

@Article{Stiggins.1987,
  author  = {Stiggins, Richard J},
  title   = {Design and Development of Performance Assessments},
  journal = {Educational Measurement: Issues and Practice},
  year    = {1987},
  volume  = {6},
  number  = {3},
  pages   = {33--42},
}

@Article{Stiglitz.1969,
  author    = {Stiglitz, Joseph E.},
  title     = {{Behavior Towards Risk with Many Commodities}},
  journal   = {Econometrica},
  year      = {1969},
  volume    = {37},
  number    = {4},
  pages     = {660--667},
  issn      = {0012-9682},
  abstract  = {This paper investigates the restrictions on the indifference map that are implied by alternative assumptions about consumer behavior under uncertainty and, conversely, the restrictions on consumer behavior under uncertainty that are implied by alternative assumptions about the indifference map. It is shown, for instance, that if the individual is to be risk neutral at all incomes and price ratios in a given neighborhood, the income-consumption curves must be linear, and if all income-consumption curves are linear, there exists a cardinal representation of utility which is linear in income. The cases of constant relative risk aversion, constant absolute risk aversion, and quadratic utility functions are also investigated.},
  publisher = {JSTOR},
}

@Article{Stinebrickner.2008,
  author  = {Stinebrickner, Ralph and Stinebrickner, Todd R.},
  title   = {Credit Constraints and College Attrition},
  journal = {American Economic Review},
  year    = {2008},
  volume  = {forthcomin},
}

@Article{Stinebrickner.2012,
  author    = {Todd Stinebrickner and Ralph Stinebrickner},
  title     = {Learning about Academic Ability and the College Dropout Decision},
  journal   = {Journal of Labor Economics},
  year      = {2012},
  volume    = {30},
  number    = {4},
  pages     = {707-748},
  owner     = {peisenha},
  timestamp = {2017.02.20},
}

@Article{Stinebrickner.2000,
  author  = {Stinebrickner, Todd R},
  title   = {Serially Correlated Variables in Dynamic, Discrete Choice Models},
  journal = {Journal of Applied Econometrics},
  year    = {2000},
  volume  = {15},
  number  = {6},
  pages   = {595--624},
}

@Article{Storesletten.2004,
  author  = {Storesletten, Kjetil and Telmer, Chris I and Yaron, Amir},
  title   = {Consumption and Risk Sharing Over the Life Cycle},
  journal = {Journal of Monetary Economics},
  year    = {2004},
  volume  = {51},
  number  = {3},
  pages   = {609--633},
}

@Article{Stoye.2012,
  author  = {Stoye, J\"{o}rg},
  title   = {New Perspective on Statistical Decisions Under Ambiguity},
  journal = {Annual Review of Economics},
  year    = {2012},
  volume  = {4},
  pages   = {257--282},
}

@Article{Stoye.2011,
  author  = {Stoye, J\"{o}rg},
  title   = {Axioms for Minimax Regret Chioce Correspondences},
  journal = {Journal of Economic Theory},
  year    = {2011},
  volume  = {146},
  number  = {6},
  pages   = {2226--2251},
}

@Article{Streissguth.2007,
  author  = {Streissguth, Ann},
  title   = {Offspring Effects of Prenatal Alcohol Exposure form Birth to 25 Years: The Seattle Prospective Longitudinal Study},
  journal = {Journal of Clinical Psychology in Medical Settings},
  year    = {2007},
  volume  = {14},
  number  = {2},
  pages   = {81--101},
}

@Article{Strotz.1955,
  author  = {Strotz, Robert H.},
  title   = {Myopia and inconsistency in dynamic utility maximization},
  journal = {Review of Economic Studies},
  year    = {1955},
  volume  = {23},
  number  = {3},
  pages   = {165--180},
}

@Book{Strunk.1999,
  title     = {The Elements of Style},
  publisher = {Pearson Longman},
  year      = {1999},
  author    = {Strunk, William I. and White, Elwyn B.},
  address   = {Harlow, United Kingdom},
}

@Article{Strzalecki.2013,
  author  = {Strzalecki, Thomas},
  title   = {Temporal Resolution of Uncertainty and Recursive Models of Ambiguity Aversion},
  journal = {Econometrica},
  year    = {2013},
  volume  = {81},
  number  = {3},
  pages   = {1039--1074},
}

@Article{Strzalecki.2011,
  author  = {Strzalecki, Tomasz},
  title   = {Axiomatic Foundations of Multiplier Preferences},
  journal = {Econometrica},
  year    = {2011},
  volume  = {79},
  number  = {1},
  pages   = {47--73},
}

@Article{Su.2012,
  author  = {Su, Che-Lin},
  title   = {Estimating Discrete-Choice Games of Incomplete Information: A Simple Static Example},
  journal = {Unpublished Manuscript},
  year    = {2012},
}

@Article{Sullivan.2010,
  author  = {Sullivan, Paul},
  title   = {A Dynamic Analysis of Education Attainment, Occupational Choices, and Job Search},
  journal = {International Economic Review},
  year    = {2010},
  volume  = {51},
  number  = {1},
  pages   = {289--317},
}

@Book{Sundaram.1996,
  Title                    = {A First Course in Optimization Theory},
  Author                   = {Sundaram, Rangarajan K},
  Publisher                = {Cambridge University Press},
  Year                     = {1996},

  Address                  = {Cambridge, MA}
}

@InCollection{Suomi.1999,
  Title                    = {Developmental Trajectories, Early Experiences, and Community Consequences: Lessons from Studies with Rhesus Monkeys},
  Author                   = {Suomi, Stephen J},
  Booktitle                = {Developmental Health and the Wealth of Nations: Social, Biological, and Educational Dynamics},
  Publisher                = {The Guilford Press},
  Year                     = {1999},

  Address                  = {New York City, NY},
  Editor                   = {Keating, Daniel P and Hertzman, Clyde},
  Pages                    = {185--200}
}

@Article{Sweeting.2009,
  author  = {Sweeting, Andrew},
  title   = {The Strategic Timing Incentives of Commercial Radio Stations: An Empirical Analysis Using Multiple Equilibria},
  journal = {RAND Journal of Economics},
  year    = {2009},
  volume  = {40},
  number  = {4},
  pages   = {710--742},
}

@InCollection{Koopmans.1953,
  Title                    = {Thes Estimation of Simultaneous Linear Economic Relationships},
  Author                   = {{T. C. Koopmans}, W C Hood},
  Booktitle                = {Studies in Econometric Method},
  Publisher                = {John Wiley \& Sons},
  Year                     = {1953},
  Editor                   = {{W. C. Hood}, T C Koopmans},
  Volume                   = {14}
}

@Book{Taggart.1995,
  Title                    = {Quantum Opportunity Program},
  Author                   = {Taggart, Robert},
  Year                     = {1995},

  Institution              = {Philadelphia: Industrialization Center of America}
}

@Article{Tanner.1987,
  author  = {Tanner, Martin A and Wong, Wing H},
  title   = {The Calculation of Posterior Distributions by Data Augmentation},
  journal = {Journal of the American Statistical Association},
  year    = {1987},
  volume  = {82},
  number  = {398},
  pages   = {528--540},
}

@Article{Tartari.2015,
  author  = {Tartari, Melissa},
  title   = {Divorce and the Cognitive Achievement of Children},
  journal = {International Economic Review},
  year    = {2015},
  volume  = {56},
  number  = {2},
  pages   = {597--645},
}

@Article{Teicher.1963,
  author  = {Teicher, Henry},
  title   = {Identifiability of Finite Mixtures},
  journal = {The Annals of Mathematical Statistics},
  year    = {1963},
  volume  = {34},
  number  = {4},
  pages   = {1265--1269},
}

@Article{Temple.2007,
  author  = {Temple, Judy A and Reynolds, Arthur J},
  title   = {Benefits and Costs of Investment in Preschool Education: Evidence from the Child-Parent Centers and Related Programs},
  journal = {Economics of Education Review},
  year    = {2007},
  volume  = {26},
  pages   = {126--144},
}

@Article{Thaler.2004,
  author    = {Thaler, Richard H. and Benartzi, Shlomo},
  title     = {Save More Tomorrow: Using Behavioral Economics to Increase Employee Saving},
  journal   = {Journal of Political Economy},
  year      = {2004},
  volume    = {112},
  number    = {S1},
  pages     = {S164--S187},
  issn      = {0022-3808},
  abstract  = {As firms switch from defined-benefit plans to defined-contribution plans, employees bear more responsibility for making decisions about how much to save. The employees who fail to join the plan or who participate at a very low level appear to be saving at less than the predicted life cycle savings rates. Behavioral explanations for this behavior stress bounded rationality and self-control and suggest that at least some of the low-saving households are making a mistake and would welcome aid in making decisions about their saving. In this paper, we propose such a prescriptive savings program, called Save More Tomorrow? (hereafter, the SMarT program). The essence of the program is straightforward: people commit in advance to allocating a portion of their future salary increases toward retirement savings. We report evidence on the first three implementations of the SMarT program. Our key findings, from the first implementation, which has been in place for four annual raises, are as follows: (1) a high proportion (78 percent) of those offered the plan joined, (2) the vast majority of those enrolled in the SMarT plan (80 percent) remained in it through the fourth pay raise, and (3) the average saving rates for SMarT program participants increased from 3.5 percent to 13.6 percent over the course of 40 months. The results suggest that behavioral economics can be used to design effective prescriptive programs for important economic decisions.},
  isbn      = {00223808},
  pmid      = {4171493},
  publisher = {The University of Chicago Press},
}

@Article{Thaler.1980,
  author   = {Thaler, Richard H.},
  title    = {{Toward a positive theory of consumer choice}},
  journal  = {Journal of Economic Behavior \& Organization},
  year     = {1980},
  volume   = {1},
  number   = {1},
  pages    = {39--60},
  issn     = {01672681},
  abstract = {The economic theory of the consumer is a combination of positive and normative theories. Since it is based on a rational maximizing model it describes how consumers should choose, but it is alleged to also describe how they do choose. This paper argues that in certain well-defined situations many consumers act in a manner that is inconsistent with economic theory. In these situations economic theory will make systematic errors in predicting behavior. Kahneman and Tversky's prospect theory is proposed as the basis for an alternative descriptive theory. Topics discussed are: underweighting of opportunity costs, failure to ignore sunk costs, search behavior, choosing not to choose and regret, and precommitment and self-control. 1.},
  isbn     = {0167-2681},
  pmid     = {17746758},
}

@Article{Thistlethwaite.1960,
  author  = {Thistlethwaite, Donald L and Campbell, Donald T},
  title   = {Regression-Discontinuity Analysis: An Alternative to the Ex-Post Facto Experiment},
  journal = {Journal of Educational Psychology},
  year    = {1960},
  volume  = {51},
  number  = {6},
  pages   = {309--317},
}

@Article{Thurstone.1934,
  author  = {Thurstone, Louis L},
  title   = {The Vectors of Mind},
  journal = {Psychological Review},
  year    = {1934},
  volume  = {41},
  number  = {1},
  pages   = {1--32},
}

@Article{Tierney.1995,
  author  = {Tierney, Joseph and Grossman, Jean},
  title   = {Making a Difference: An Impact Study of Big Brothers/ Big Sisters},
  journal = {Philadelphia: Public/Private Ventures},
  year    = {1995},
}

@Article{Tierney.1994,
  author  = {Tierney, L},
  title   = {{M}arkov Chains for Exploring Posterior Distributions},
  journal = {Annals of Statistics},
  year    = {1994},
  volume  = {82},
  pages   = {1701--1762},
}

@Article{Tierney1994,
  author  = {Tierney, Luke},
  title   = {{M}arkov Chains for Exploring Posterior Distributions},
  journal = {The Annals of Statistics},
  year    = {1994},
  volume  = {22},
  pages   = {1701--1728},
}

@Book{Tinbergen.1956,
  author    = {Tinbergen, Jan},
  title     = {Economic Policy: Principles and Design},
  year      = {1956},
  publisher = {North-Holland Publishing Company},
  address   = {Amsterdam, Netherlands},
}

@Book{Titterington.1985,
  Title                    = {Statistical Analysis of Finite Mixture Distributions},
  Author                   = {Titterington, Mike D and Smith, Adrian F and Makov, Udi E},
  Publisher                = {Wiley},
  Year                     = {1985},

  Address                  = {Chichester}
}

@Article{Tobin.1965,
  author    = {Tobin, James and others},
  journal   = {The theory of interest rates},
  title     = {The theory of portfolio Selection},
  year      = {1965},
  volume    = {1},
  publisher = {Macmillan London},
}

@InCollection{Todd.2008,
  Title                    = {Matching Estimators},
  Author                   = {Todd, Petra E},
  Booktitle                = {The New Palgrave Dictionary of Economics},
  Publisher                = {Palgrave},
  Year                     = {2008},

  Address                  = {New York City, NY},
  Editor                   = {Durlauf, Steven N and Blume, Lawrence E}
}

@InCollection{Todd.2007b,
  Title                    = {Evaluating Social Programs With Endogenous Program Placement and Selection of the Treated},
  Author                   = {Todd, Petra E},
  Booktitle                = {Handbook of Development Economics},
  Publisher                = {Elsevier Science},
  Year                     = {2007},

  Address                  = {Amsterdam, NL},
  Editor                   = {Schultz, Paul T and Stauss, John A},
  Pages                    = {3847--3894},
  Volume                   = {4}
}

@Article{Todd.1999,
  author  = {Todd, Petra E},
  title   = {A Practical Guide to Implementing Matching Estimators},
  journal = {Unpublished Manuscript},
  year    = {1999},
}

@Article{Todd.2013,
  author  = {Todd, Petra E and Wolpin, Kenneth I},
  title   = {Estimating a Coordination Game in the Classroom},
  journal = {Unpublished Manuscript},
  year    = {2013},
}

@Article{Todd.2010,
  author  = {Todd, Petra E and Wolpin, Kenneth I},
  title   = {Structural Estimation and Policy Evaluation in Developing Countries},
  journal = {Annual Review of Economics},
  year    = {2010},
  volume  = {2},
  number  = {1},
  pages   = {21--50},
}

@Article{Todd.2007,
  author  = {Todd, Petra E and Wolpin, Kenneth I},
  title   = {The Production of Cognitive Achievement in Children: Home, School and Racial Test Score Gaps},
  journal = {Journal of Human Capital},
  year    = {2007},
  volume  = {1},
  number  = {1},
  pages   = {91--136},
}

@Article{Todd.2006,
  author  = {Todd, Petra E. and Wolpin, Kenneth I.},
  title   = {Assessing the impact of a school subsidy program in {M}exico: Using a social experiment to validate a dynamic behavioral model of child schooling and fertility},
  journal = {American Economic Review},
  year    = {2006},
  volume  = {96},
  number  = {5},
  pages   = {1384--1417},
}

@Article{Todd.2006b,
  author  = {Todd, Petra E and Wolpin, Kenneth I},
  title   = {Ex Ante Evaluation of Social Programs},
  journal = {Working Paper},
  year    = {2006},
}

@Article{Todd.2003,
  author  = {Todd, Petra E and Wolpin, Kenneth I},
  title   = {On the Specification and Estimation of the Production Function for Cognitive Achievement},
  journal = {The Economic Journal},
  year    = {2003},
  volume  = {113},
  number  = {485},
  pages   = {F3----F33},
}

@Article{Tomes.1981,
  author  = {Tomes, Nigel},
  title   = {The Family, Inheritance and the Intergenerational Transmission of Inequality},
  journal = {Journal of Political Economy},
  year    = {1981},
  volume  = {89},
  number  = {5},
  pages   = {928--958},
}

@Misc{TOP500.2017,
  Title                    = {TOP500: The List},

  Author                   = {TOP500.org},
  HowPublished             = {\url{https://www.top500.org}},
  Note                     = {Accessed: 2017-07-06},
  Year                     = {2017},

  Owner                    = {peisenha},
  Timestamp                = {2017.06.09},
  Url                      = {https://www.top500.org}
}

@Book{KarenTourangeau.2005,
  Title                    = {Early Childhood Longitudinal Study, Kindergarten Class of 1998-99 (ECLS-K): Third Grade Methodology Report},
  Author                   = {Karen Tourangeau and Mick Brick and Lauren Byrne and Thanh Le and Christine Nord and Westat Jerry and West Elvira and Germino Hausken},
  Publisher                = {U.S. Department of Education},
  Year                     = {2005},

  Address                  = {Washington, D.C.}
}

@Book{Tourangeau.2009,
  Title                    = {Early Childhood Longitudinal Study, Kindergarten Class of 1998-99 (ECLS-K): Eigth-Grade Methodology Report},
  Author                   = {Tourangeau, Karen and Le, Thanh and Nord, Christine and Sorongon, Alberto G and Chapman, Chris},
  Publisher                = {U.S. Department of Education},
  Year                     = {2009},

  Address                  = {Washington, D.C.}
}

@Book{Tourangeau.2006,
  Title                    = {Early Childhood Longitudinal Study, Kindergarten Class of 1998-1999 (ECLS-K): Combined User's Manual for the ECLS-K Fifth Grade Data Files and Electronic Codebooks},
  Author                   = {Tourangeau, Karen and Nord, Christine and L{\`{e}}, Thanh and Pollack, Judith M and Atkins-Brunett, Sally},
  Publisher                = {U.S. Department of Education},
  Year                     = {2006},

  Address                  = {Washington, D.C},

  Institution              = {National Center of Education Statistics}
}

@Book{Tourangeau.2002,
  Title                    = {Early Childhood Longitudinal Study, Kindergarten Class of 1998-1999 (ECLS-K): Combined User's Manual for the ECLS-K First Grade Data Files and Electronic Codebooks},
  Author                   = {Tourangeau, Karen and Nord, Christine and L{\`{e}}, Thanh and Pollack, Judith M and Atkins-Brunett, Sally},
  Publisher                = {U.S. Department of Education},
  Year                     = {2002},

  Address                  = {Washington, D.C},

  Institution              = {National Center of Education Statistics}
}

@Book{Tourangeau.2009b,
  Title                    = {Early Childhood Longitudinal Study, Kindergarten Class of 1998-99 (ECLS-K): Combined User's Manual},
  Author                   = {Tourangeau, Karen and Nord, Christine and Sorongon, Alberto G and Najarian, Michelle},
  Publisher                = {U.S. Department of Education},
  Year                     = {2009},

  Address                  = {Washington, D.C.}
}

@Book{Tourangeau.2005,
  Title                    = {Early Childhood Longitudinal Study, Kindergarten Class of 1998-99 (ECLS-K): Fifth Grade Methodology Report},
  Author                   = {Tourangeau, Karen and {Thanh Le} and {Christine Nord}},
  Publisher                = {U.S. Department of Education},
  Year                     = {2005},

  Address                  = {Washington, D.C.}
}

@Article{Townsend.2006,
  author  = {Townsend, Robert M and Prescott, Edward Simpson},
  title   = {Firms as Clubs in Walrasian Markets with Private Information},
  journal = {Jounal of Political Economy},
  year    = {2006},
  volume  = {114},
  number  = {4},
  pages   = {644--671},
}

@Article{Trachter.2015,
  author    = {Nicholas Trachter},
  title     = {Stepping stone and option value in a model of postsecondary education},
  journal   = {Quantitative Economics},
  year      = {2015},
  volume    = {6},
  number    = {1},
  pages     = {223-256},
  owner     = {peisenha},
  timestamp = {2017.10.01},
}

@Book{Train.2009,
  Title                    = {Discrete Choice Models with Simulation},
  Author                   = {Train, Kenneth},
  Publisher                = {Cambridge University Press},
  Year                     = {2009},

  Address                  = {Cambridge, NY}
}

@InCollection{Trautmann.2015,
  author    = {Trautmann, Stefan T. and van de Kuilen, Gijs},
  title     = {Ambiguity Attitudes},
  booktitle = {The {W}iley {B}lackwell Handbook of Judgment and Decision Making},
  publisher = {Wiley-Blackwell},
  year      = {2015},
  editor    = {Keren, Gideon and Wu, George},
  pages     = {89--116},
  address   = {Oxford, United Kingdom},
}

@Article{Trivedi.2005,
  author  = {Trivedi, Pravin K and Zimmer, David M},
  title   = {Copula Modeling: An Introduction for Practitioners},
  journal = {Foundations and Trends in Econometrics},
  year    = {2005},
  volume  = {1},
  number  = {1},
  pages   = {1--111},
}

@Article{Tsetlin.2009,
  author    = {Tsetlin, Ilia and Winkler, Robert L.},
  title     = {{Multiattribute Utility Satisfying a Preference for Combining Good with Bad}},
  journal   = {Management Science},
  year      = {2009},
  volume    = {55},
  number    = {12},
  pages     = {1942--1952},
  issn      = {0025-1909},
  abstract  = {An important challenge in multiattribute decision analysis is the choice of an appropriate functional form for the utility function. We show that if a decision maker prefers more of any attribute to less and prefers to combine good lotteries with bad, as opposed to combining good with good and bad with bad, her utility function should be a weighted average (a mixture) of multiattribute exponential utilities ("mixex utility"). In the single-attribute case, mixex utility satisfies properties typically thought to be desirable and encompasses most utility functions commonly used in decision analysis. In the multiattribute case, mixex utility implies aversion to any multivariate risk. Risk aversion with respect to any attribute decreases as that attribute increases. Under certain restrictions, such risk aversion also decreases as any other attribute increases, and a multivariate one-switch property is satisfied. One of the strengths of mixex utility is its ability to represent cases where utility independence does not hold, but mixex utility can be consistent with mutual utility independence and take on a multilinear form. An example illustrates the fitting of mixex utility to preference assessments.},
  isbn      = {0025-1909},
  pmid      = {47161412},
  publisher = {INFORMS},
}

@Article{Tumen.2008,
  author  = {Tumen, Semih},
  title   = {Identifying a Dynamic Schooling Choice Model with Option Values and Recurrent States},
  journal = {Working Paper},
  year    = {2008},
}

@Article{Tunali.2000,
  author  = {Tunali, Insan},
  title   = {Rationality of Migration},
  journal = {International Economic Review},
  year    = {2000},
  volume  = {41},
  number  = {4},
  pages   = {893--920},
}

@Article{Turing.1952,
  author  = {Turing, Alan M},
  title   = {The Chemical Basis of Morphogenesis},
  journal = {Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences},
  year    = {1952},
  volume  = {237},
  number  = {641},
  pages   = {37--72},
}

@Article{Turing.1936,
  author  = {Turing, Alan M},
  title   = {On Computable Numbers, with an Application to the Entscheidungsproblem},
  journal = {Proceedings of the London Mathematical Society, Series 2},
  year    = {1936},
  volume  = {42},
  pages   = {230--265},
}

@Misc{CUBoulder.2018,
  Title                    = {Strategy: Notetaking \& {R}eading},

  Author                   = {{University Libraries, University of Colorado Boulder}},
  Year                     = {2018},

  Url                      = {http://libguides.colorado.edu/c.php?g=622592&p=4336669}
}

@Article{Urquiola.2009,
  author  = {Urquiola, Miguel and Verhoogen, Eric},
  title   = {Class-Size Caps, Sorting, and the Regression-Discontinuity Design},
  journal = {American Economic Review},
  year    = {2009},
  volume  = {99},
  number  = {1},
  pages   = {179--215},
}

@Article{Urzua.2008,
  author  = {Urzua, Sergio},
  title   = {Racial Labor Market Gaps: The Role of Abilities and Schooling Choices},
  journal = {Journal of Human Resources},
  year    = {2008},
  volume  = {43},
  number  = {4},
  pages   = {919--971},
}

@TechReport{HOPSPACK.2009,
  Title                    = {HOPSPACK 2.0 User Manual},
  Author                   = {User, Hopspack and Plantenga, Todd D},
  Institution              = {Sandia National Laboratories},
  Year                     = {2009},
  Number                   = {October}
}

@Article{Varian.1990,
  author  = {Varian, Hal R},
  title   = {Goodness-of-Fit in Optimizing Models},
  journal = {Journal of Econometrics},
  year    = {1990},
  volume  = {46},
  number  = {1-2},
  pages   = {125--140},
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@Article{Varian.1985,
  author  = {Varian, Hal R},
  title   = {Non-parametric Analysis of Optimizing Behavior with Measurement Error},
  journal = {Journal of Econometrics},
  year    = {1985},
  volume  = {30},
  number  = {1-2},
  pages   = {445--458},
}

@Article{Varian.1982,
  author  = {Varian, Hal R},
  title   = {The Nonparametric Approach to Demand Analysis},
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  year    = {1982},
  volume  = {50},
  number  = {4},
  pages   = {945--973},
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@Article{Veinott.1962,
  author  = {Veinott, Arthur F and Wagner, Harvey M},
  title   = {Optimal Capacity Scheduling - Part I and II},
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  volume  = {10},
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  pages   = {518--547},
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@Article{Vella.1998,
  author  = {Vella, Francis},
  title   = {Estimtating Models with Sample Selection Bias: A Survey},
  journal = {Journal of Human Resources},
  year    = {1998},
  volume  = {33},
  number  = {1},
  pages   = {127--169},
}

@Book{Venables.2002,
  Title                    = {Modern Applied Statistics with S},
  Author                   = {Venables, W N and Ripley, B D},
  Publisher                = {Springer},
  Year                     = {2002},

  Address                  = {New York City, NY}
}

@Article{Vijverberg.1993,
  author  = {Vijverberg, Wim P M},
  title   = {Measureing the Unidentified Parameter of the Extended Roy Model},
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  year    = {1993},
  volume  = {57},
  number  = {1-3},
  pages   = {69--89},
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@Article{Vives.2005,
  author  = {Vives, Xavier},
  title   = {Complementarities and Games: New Developments},
  journal = {Journal of Economic Literature},
  year    = {2005},
  volume  = {43},
  number  = {2},
  pages   = {437--479},
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@Booklet{Vogel.2006,
  Title                    = {Reassessing Intergenerational Mobility in Germany: Some New Estimation Methods and a Comparison of Natives and Immigrants},

  Address                  = {Berlin},
  Author                   = {Vogel, Thorsten},
  Year                     = {2007}
}

@Article{Vuong.1989,
  author    = {Vuong, Quang H},
  title     = {Likelihood ratio tests for model selection and non-nested hypotheses},
  journal   = {Econometrica},
  year      = {1989},
  pages     = {307--333},
  publisher = {JSTOR},
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@Article{Vytlacil.2002,
  author  = {Vytlacil, Edward J},
  title   = {Independence, Monotonicity, and Latent Index Models: An Equivalence Result},
  journal = {Econometrica},
  year    = {2002},
  volume  = {70},
  number  = {1},
  pages   = {331--341},
}

@Article{Wagner.2007,
  author  = {Wagner, Gert G and Frick, Joachim R and Schupp, J\"{u}rgen},
  title   = {The German Socio-Economic Panel Study (SOEP) - Scope, Evolution and Enhancements},
  journal = {SOEPpapers},
  year    = {2007},
  pages   = {No. 1},
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@InCollection{Wakker.2008,
  Title                    = {Uncertainty},
  Author                   = {Wakker, Peter P.},
  Booktitle                = {The New Palgrave: A Dictionary of Economics},
  Publisher                = {MacMillan Press},
  Year                     = {2008},

  Address                  = {London},
  Editor                   = {Blume, Lawrence E. and Durlauf, Steven N.},
  Pages                    = {6780--6791}
}

@book{Wakker.2010,
	title={Prospect theory: For risk and ambiguity},
	author={Wakker, Peter P.},
	year={2010},
	publisher={Cambridge university press}
}

@article{Trautmann.2018,
	title={Making the Anscombe-Aumann Approach to Ambiguity Suitable for Descriptive Applications},
	author={Trautmann, Stefan and Wakker, Peter P},
	journal={Journal of Risk and Uncertainty},
	volume={56},
	number={1},
	pages={83--116},
	year={2018},
	publisher={Springer}
}

@Book{Wakker.1989,
  Title                    = {Additive Representations of Preferences},
  Author                   = {Wakker, Peter P},
  Publisher                = {Kluwer Academic Publishing},
  Year                     = {1989},

  Address                  = {Dortrecht, Netherlands}
}

@Book{Wald.1950,
  author    = {Wald, Abraham},
  title     = {Statistical decision functions},
  year      = {1950},
  publisher = {John Wiley \& Sons},
  isbn      = {0003-4851},
  pages     = {165--205},
  abstract  = {paper},
  address   = {New York City, NY},
  booktitle = {Annals of Mathematical Statistics},
  issn      = {0003-4851},
}

@Article{Wallis.1980,
  author  = {Wallis, Kenneth F},
  title   = {Econometric Implications of the Rational Expectations Hypothesis},
  journal = {Econometrica},
  year    = {1980},
  volume  = {48},
  number  = {1},
  pages   = {49--73},
}

@Book{Wallwork.2011,
  title     = {English for Writing Research Papers},
  publisher = {Springer},
  year      = {2011},
  author    = {Wallwork, Adrian},
  address   = {New York City, NY},
}

@Book{Wallwork.2016,
  title     = {English for Presentations at International Conferences},
  publisher = {Springer},
  year      = {2016},
  address   = {New York City, NY},
  author    = {Wallwork, Adrian},
  isbn      = {3319263285, 9783319263281},
}

@Article{NumPy.2011,
  author  = {Van Der Walt, Stefan and Colbert, S Chris and Varoquaux, Gael},
  title   = {The NumPy Array: A Structure for Efficient Numerical Computation},
  journal = {Computing in Science \& Engineering},
  year    = {2011},
  volume  = {13},
  number  = {2},
  pages   = {22--30},
}

@Article{Wandner.1997,
  author  = {Wandner, Stephen A},
  title   = {Early Reemployment for Dislocated Workers: A New United States Initiative},
  journal = {International Social Security Review},
  year    = {1997},
  volume  = {50},
  number  = {4},
  pages   = {95--112},
}

@Article{Watson.2016,
  author    = {Watson, James and Holmes, Chris and others},
  title     = {Approximate models and robust decisions},
  journal   = {Statistical Science},
  year      = {2016},
  volume    = {31},
  number    = {4},
  pages     = {465--489},
  publisher = {Institute of Mathematical Statistics},
}

@Article{Weinberg.2001,
  author  = {Weinberg, Bruce A},
  title   = {An Incentive Model of the Effect of Parental Income},
  journal = {Journal of Political Economy},
  year    = {2001},
  volume  = {109},
  number  = {2},
  pages   = {266--280},
}

@Misc{JoachimWeiner.20.01.2008,
  Title                    = {Leitbilder der Gegenwartsgesellschaft},

  Author                   = {Weiner, Joachim},

  Series                   = {Essay und Diskurs}
}

@Article{Weisbrod.1962,
  author  = {Weisbrod, Burton A.},
  title   = {Education and Investment in Human Capital},
  journal = {Journal of Political Economy},
  year    = {1962},
  volume  = {70},
  number  = {5, Part 2},
  pages   = {106--123},
}

@article{Weiss.1972,
	author={Weiss, Yoram},
	title={The risk element in occupational and educational choices},
	journal={Journal of Political Economy},
	year={1972},
	volume={80},
	number={6},
	pages={1203--1213},
	publisher={The University of Chicago Press}
}

@Article{Weiss.2013,
  author  = {Weiss, Michael J and Bloom, Howard S and Brock, Thomas},
  title   = {A Conceptual Framework for Studying The Sources of Variation in Program Effects},
  journal = {MDRC Working Papers on Research Methodology},
  year    = {2013},
}

@InCollection{Weiss.1986,
  Title                    = {The determination of life cycle earnings: A survey},
  Author                   = {Weiss, Yoram},
  Booktitle                = {Handbook of Labor Economics},
  Publisher                = {North-Holland Publishing Company},
  Year                     = {1986},

  Address                  = {Amsterdam, Netherlands},
  Chapter                  = {11},
  Editor                   = {Ashenfelter, Orley C. and Layard, Richard},
  Pages                    = {603--640},
  Volume                   = {1}
}

@Article{Weiss1997,
  author  = {Weiss, Y},
  title   = {Chapter 3 The formation and dissolution of families: Why marry? {W}ho marries whom? {A}nd what happens upon divorce},
  journal = {Handbook of Population and Family Economics},
  year    = {1997},
  volume  = {1},
  pages   = {81--123},
  issn    = {1574003X},
}

@Article{Wells2001,
  author  = {Wells, Martin T},
  title   = {Linear Algebra and Linear Models:Linear Algebra and Linear Models},
  journal = {Journal of the American Statistical Association},
  year    = {2001},
  volume  = {96},
  number  = {454},
  pages   = {778},
  issn    = {0162-1459},
}

@Article{Whalley2001,
  author  = {Whalley, L J},
  title   = {Longitudinal cohort study of childhood IQ and survival up to age 76},
  journal = {Bmj},
  year    = {2001},
  volume  = {322},
  number  = {7290},
  pages   = {819},
  month   = {apr},
  issn    = {09598138},
}

@Article{Whalley.2001,
  author  = {Whalley, Lawrence J and Deary, Ian J},
  title   = {Longitudinal Cohort Study of Childhood IQ and Survival up to Age 76},
  journal = {British Medical Journal},
  year    = {2001},
  volume  = {322},
  pages   = {819--822},
}

@Article{When1999,
  author   = {When, Child Outcomes},
  title    = {Child outcomes when child care center classes meet recommended standards for quality. NICHD Early Child Care Research Network.},
  issn     = {0090-0036},
  number   = {7},
  pages    = {1072--1077},
  volume   = {89},
  abstract = {This study assessed outcomes for children when child care centers meet recommended care standards.},
  journal  = {American journal of public health},
  keywords = {Analysis of Variance, Child, Child Day Care Centers, Child Day Care Centers: standards, Child Language, Cognition, Health Care, Humans, Infant, Outcome Assessment (Health Care), Preschool, Quality Assurance, Social Behavior, United States},
  pmid     = {10394318},
  year     = {1999},
}

@Article{White.1994,
  author  = {White, Chelsea C and Eldeib, Hany K},
  title   = {{M}arkov Decision Processes with Imprecise Transition Probabilities},
  journal = {Operations Research},
  year    = {1994},
  volume  = {42},
  number  = {4},
  pages   = {739--749},
}

@Book{White.1993,
  author    = {White, D. J.},
  title     = {{M}arkov decision processes},
  year      = {1993},
  publisher = {John Wiley \& Sons},
  address   = {New York City, NY},
}

@Article{White.1988,
  author  = {White, D. J.},
  title   = {Mean, variance and probabilistic criteria in finite {M}arkov decision processes: A review},
  journal = {Journal of Optimization Theory and Applications},
  year    = {1988},
  volume  = {56},
  number  = {1},
  pages   = {1--29},
}

@Article{Whitehurst.1998,
  author   = {Whitehurst, Grover J and Lonigan, Christopher J},
  title    = {Child development and emergent literacy},
  issn     = {0009-3920},
  number   = {3},
  pages    = {848--872},
  volume   = {69},
  abstract = {Emergent literacy consists of the skills, knowledge, and attitudes that are developmental precursors to reading and writing. This article offers a preliminary typology of children's emergent literacy skills, a review of the evidence that relates emergent literacy to reading, and a review of the evidence for linkage between children's emergent literacy environments and the development of emergent literacy skills. We propose that emergent literacy consists of at least two distinct domains: inside-out skills (e.g., phonological awareness, letter knowledge) and outside-in skills (e.g., language, conceptual knowledge). These different domains are not the product of the same experiences and appear to be influential at different points in time during reading acquisition. Whereas outside-in skills are associated with those aspects of children's literacy environments typically measured, little is known about the origins of inside-out skills. Evidence from interventions to enhance emergent literacy suggests that relatively intensive and multifaceted interventions are needed to improve reading achievement maximally. A number of successful preschool interventions for outside-in skills exist, and computer-based tasks designed to teach children inside-out skills seem promising. Future research directions include more sophisticated multidimensional examination of emergent literacy skills and environments, better integration with reading research, and longer-term evaluation of preschool interventions. Policy implications for emergent literacy intervention and reading education are discussed.},
  journal  = {Child development},
  keywords = {Achievement, Child, Child Development, Female, Humans, Infant, Language Development, Male, Motivation, Preschool, Reading, Vocabulary},
  pmid     = {9680688},
  year     = {1998},
}

@Article{Wichert.2011,
  author  = {Wichert, Jelte M and Bakker, Marjan and Molenaar, Dylan},
  title   = {Willingness to Share Research Data Is Related to the Strength of the Evidence and the Quality of Reporting of Statistical Results},
  journal = {PLoS ONE},
  year    = {2011},
  volume  = {6},
  number  = {11},
  pages   = {e26828. doi:10.1371/journal.pone.0026828},
}

@Article{Wiegand.1997,
  author  = {Wiegand, Johannes},
  title   = {Intergenerational Mobility in Germany},
  journal = {Working Paper},
  year    = {1997},
  volume  = {University},
}

@Article{Wilcox.2011,
  author  = {Wilcox, Nathaniel T},
  title   = {'Stochastically more risk averse:' {A} contextual theory of stochastic discrete choice under risk},
  journal = {Journal of Econometrics},
  year    = {2011},
  volume  = {162},
  number  = {1},
  pages   = {89--104},
}

@Article{Wild.2008,
  author  = {Wild, Stefan and Regis, Rommel and Shoemaker, Christine},
  title   = {ORBIT: Optimization by Radial Basis Function Interpolation in Trust-Regions},
  journal = {SIAM Scientific Computing},
  year    = {2008},
  volume  = {30},
  number  = {6},
  pages   = {3197--3219},
}

@Article{Wilks.1932,
	title={Certain Generalizations in the Analysis of Variance},
	author={Wilks, Samuel},
	journal={Biometrika},
	pages={471--494},
	year={1932},
}

@Article{Williams.2009,
  author  = {Williams, Benjamin},
  title   = {Identification of Rank under Partial Information},
  journal = {Working Paper},
  year    = {2009},
  volume  = {The Univer},
}

{Williams.1979,
	author = {Joseph T. Williams},
	title = {Uncertainty and the Accumulation of Human Capital Over the Life Cycle},
	journal = {The Journal of Business},
	volume = {52},
	number = {4},
	pages = {521--548},
	year = {1979}
	publisher = {University of Chicago Press},
}


@Article{Williams.1978,
  author    = {Joseph T. Williams},
  title     = {Risk, Human Capital, and the Investor's Portfolio},
  journal   = {The Journal of Business},
  year      = {1978},
  volume    = {51},
  number    = {1},
  pages     = {65-89},
  owner     = {peisenha},
  timestamp = {2017.02.21},
}

@Article{Willis.1979,
  author  = {Willis, Robert and Rosen, Sherwin},
  title   = {Education and Self-Selection},
  number  = {5, Part 2},
  pages   = {7--36},
  volume  = {87},
  journal = {Journal of Political Economy},
  year    = {1979},
}

@Misc{Wilson.2013,
  Title                    = {Software Carpentry Web Site},

  Author                   = {Wilson, Greg},
  Year                     = {2013},

  Url                      = {http://software-carpentry.org}
}

@Article{Wilson.2014,
  author  = {Wilson, Greg and Aruliah, D A and Brown, C Titus and Hong, Neil P Chue and Davis, Matt and Guy, Richard T and Haddock, Steven H D and Huff, Katy and Mitchell, Ian and Plumbley, Mark and Waugh, Ben and White, Ethan P and Wilson, Paul},
  title   = {Best Practices for Scientific Computing},
  journal = {PLOS Biology},
  year    = {2014},
}

@InCollection{Winship.2007,
  Title                    = {Does Staying in School make you Smarter? {T}he Effect of Education on {IQ} in {The Bell Curve}},
  Author                   = {Winship, Christopher and Korenman, Sanders},
  Booktitle                = {Intelligence, Genes, and Success: Scientists Response to the Bell Curve},
  Publisher                = {Springer},
  Year                     = {2007},

  Address                  = {New York City, NY},
  Editor                   = {Devlin, Bernie and Fienberg, Stephen E and Resnick, Daniel P and Roeder, Kathryn},
  Pages                    = {215--234}
}

@InCollection{Wise.1985a,
  author    = {Wise, David A},
  title     = {A behavioral model versus experimentation: The effects of housing subsidies on rent},
  booktitle = {Methods of Operations Research},
  publisher = {Verlag Anton Hain},
  year      = {1985},
  editor    = {Brucker, P and Pauly, R},
  volume    = {50},
  pages     = {441--489},
  address   = {Frankfurt am Main, Germany},
}

@Article{Wise.1985,
  author  = {Wise, David A and Venti, Steven F},
  title   = {Moving and Housing Expenditure: Transaction Costs and Disequilibrium},
  journal = {Journal of Public Economics},
  year    = {1985},
  volume  = {23},
  number  = {1-2},
  pages   = {207--243},
}

@Article{Wolfe.1985,
  author  = {Wolfe, Barbara},
  title   = {The Influence of Health on School Outcomes: A Multivariate Approach},
  journal = {Medical Care},
  year    = {1985},
  volume  = {23},
  number  = {10},
  pages   = {1127--1138},
}

@Book{Wolpin.2013,
  author    = {Wolpin, Kenneth I},
  title     = {The limits to inference without theory},
  year      = {2013},
  publisher = {MIT University Press},
  address   = {Cambridge, MA},
}

@Article{Wolpin.2007,
  author  = {Wolpin, Kenneth I.},
  title   = {Ex Ante Policy Evaluation, Structural Estimation, and Model Selection},
  journal = {American Economic Review},
  year    = {2007},
  volume  = {97},
  number  = {2},
  pages   = {48--52},
}

@article{Wolpin.1999,
	title={Commentary on “Analysis of Choice Expectations in Incomplete Scenarios.”},
	author={Wolpin, Kenneth and others},
	journal={Journal of Risk and Uncertainty},
	volume={19},
	number={1-3},
	pages={67--69},
	year={1999},
}

@Article{Wolpin.1987,
  author  = {Wolpin, Kenneth I},
  title   = {Estimating a Structural Search Model: The Transition from School to Work},
  journal = {Econometrica},
  year    = {1987},
  volume  = {55},
  number  = {4},
  pages   = {852--874},
}

@Article{Wolpin.1984,
  author  = {Wolpin, Kenneth I},
  title   = {An Estimable Dynamic Stochastic Model of Fertility and Child Mortality},
  journal = {Journal of Political Economy},
  year    = {1984},
  volume  = {92},
  number  = {5},
  pages   = {852--874},
}

@Book{Wolter.2007,
  Title                    = {Introduction to Variance Estimation},
  Author                   = {Wolter, Kirk M},
  Publisher                = {Springer},
  Year                     = {2007},

  Address                  = {New York City, NY}
}

@Book{Wooldrige.2009,
  author    = {Wooldridge, Michael},
  title     = {An Introduction to MultiAgent Systems [Paperback]},
  isbn      = {0470519460},
  pages     = {484},
  publisher = {Wiley},
  abstract  = {This is the first textbook to be explicitly
 designed for use as a$\backslash$ncourse text for an undergraduate/graduate course on multi-agent systems.$\backslash$nAssuming only a basic understanding of computer science, this text$\backslash$nprovides an introduction to all the main issues in the theory and$\backslash$npractice of intelligent agents and multi-agent systems. * The$\backslash$ncompanion Web Site includes sample exercises, lecture slidest and$\backslash$nhyperlinks to software referred to in the book * Introduces$\backslash$nagents, explains what agents are, how they are constructed and how$\backslash$nthey can be made to co-operate effectively with one another in large-scale$\backslash$nsystems * Introduces the main issues surrounding the design$\backslash$nof intelligent agents * Introduces a number of typical applications$\backslash$nfor agent technology Multiagent systems represent a new way$\backslash$nof conceptualising and implementing distributed software. An Introduction$\backslash$nto MultiAgent Systems is the first modern textbook on this important$\backslash$ntopic. It provides a comprehensive introduction to intelligent agents$\backslash$nand multiagent systems. The book assumes no specialist knowledge.$\backslash$nIt introduces the idea of agents as software systems that can act$\backslash$nautonomously, and leads the reader through a detailed discussion$\backslash$nof: ways that agents can be built how agents can reach agreements$\backslash$nthe languages that agents can use to communicate with one-another$\backslash$nco-operation and co-ordination in agent systems and the applications$\backslash$nof agent technology. Designed and written specifically for undergraduates$\backslash$nand computing professionals, the book is supported by extensive online$\backslash$nteaching resources, including a complete set of lecture slides. Illustrated$\backslash$nwith many informal examples, and packed with more than 500 references,$\backslash$nAn Introduction to MultiAgent Systems is a must-read for students$\backslash$nand practitioners of agent systems alike.},
  address   = {New York, NY},
  booktitle = {Chichester, England},
  issn      = {0001-253X},
  keywords  = {mas, multi-agent},
  year      = {2009},
}

@Book{Wooldrige.2010,
  title     = {Econometric Analysis of Cross Section and Panel Data},
  publisher = {MIT Press},
  year      = {2010},
  author    = {Wooldrige, Jeffrey M},
  address   = {Cambridge, MA},
}

@Article{Wooldrige.2003,
  author  = {Wooldrige, Jeffrey M},
  title   = {F urther results on instrumental variables estimation of average treatment effects in the correlated random coefficient model},
  journal = {Economic Letters},
  year    = {2003},
  volume  = {79},
  pages   = {186--191},
}

@Article{Wooldrige.1997,
  author  = {Wooldrige, Jeffrey M},
  title   = {On two stage least squares estimation of the average treatment effect in a random coefficient model},
  journal = {Economic Letters},
  year    = {1997},
  volume  = {56},
  pages   = {1133--1239},
}

@InCollection{Xu.2007,
  author    = {Xu, Huan and Mannor, Shie},
  title     = {The Robustness-Performance Tradeoff in {M}arkov Decision Processes},
  booktitle = {Advances in Neural Information Processing Systems 19},
  publisher = {MIT Press},
  year      = {2007},
  editor    = {Sch\"{o}lkopf, B and Platt, J C and Hoffman, T},
  pages     = {1537--1544},
  address   = {Cambridge, MA},
}

@Article{Xu.2012,
  author  = {Xu, Huan and Mannor, Shie},
  title   = {Distributionally Robust {M}arkov Decision Processes},
  journal = {Mathematics of Operations Research},
  year    = {2012},
  volume  = {37},
  number  = {2},
  pages   = {288--300},
}

@Article{Yaari.1969,
  author  = {Yaari, Menahem E.},
  title   = {Some remarks on measures of risk aversion and on their uses},
  journal = {Journal of Economic Theory},
  year    = {1969},
  volume  = {1},
  number  = {3},
  pages   = {315--329},
}

@Article{Yakowitz.1968,
  author  = {Yakowitz, Sidney J and Spragins, John D},
  title   = {On the Identifiability of Finite Mixtures},
  journal = {The Annals of Mathematical Statistics},
  year    = {1968},
  volume  = {39},
  number  = {1},
  pages   = {209--214},
}

@Article{Yen.2004,
  author  = {Yen, Cherng-Jyh and Konold, Timothy R and McDermott, Paul A},
  title   = {Does Learning Behavior Augment Cognitive Ability as an Indicator of Academic Achievement?},
  journal = {Journal of School Psychology},
  year    = {2004},
  volume  = {42},
  pages   = {157--169},
}

@Article{Yeung.2002,
  author  = {Yeung, W Jean and Linver, Miriam R and Brooks-Gunn, Jeanne},
  title   = {How Money Matters for Young Children's Development: Parental Investment and Family Processes},
  journal = {Child Development},
  year    = {2002},
  volume  = {73},
  number  = {6},
  pages   = {1861--1897},
}

@Article{Yildiz.2007,
  author  = {Yildiz, Nese and Vytlacil, Edward J},
  title   = {Dummy Endogenous Variables in Weakly Separable Models},
  journal = {Econometrica},
  year    = {2007},
  volume  = {75},
  number  = {3},
  pages   = {759--779},
}

@Article{Zangwill.1969,
  author  = {Zangwill, Willard I},
  title   = {A Backlogging Model and a Multi-Echelon Model of a Dynamic Economic Lot Size Production System - A Network Approach},
  journal = {Management Science},
  year    = {1969},
  volume  = {15},
  number  = {9},
  pages   = {506--527},
}

@Article{Zellner.1970,
  author  = {Zellner, Arnold},
  title   = {Estimation of Regression Relationships Containing Unobservable Independent Variables},
  journal = {International Economic Review},
  year    = {1970},
  volume  = {11},
  number  = {3},
  pages   = {441--454},
}

@Article{Zelon.2010,
  author  = {Zelon, Helen},
  title   = {Is the Promise Real? {T}he Harlem Children's Zone Becomes a Template for National Change},
  journal = {Citylimits},
  year    = {2010},
  volume  = {34},
  number  = {1},
  pages   = {5--37},
}

@Article{Zhang.2005,
  author  = {Zhang, Xingqi and Sliwowska, Joanna H and Weinberg, Joanne},
  title   = {Prenatal Alcohol Exposure and Fetal Programming: Effects of Neuroendocrine and Immune Function},
  journal = {Experimental Biology and Medicine},
  year    = {2005},
  volume  = {230},
  number  = {6},
  pages   = {376--388},
}

@Book{Zhou.1996,
  Title                    = {Robust and optimal control},
  Author                   = {Zhou, Kemin and Doyle, John C and Glover, K},
  Publisher                = {Prentice-Hall},
  Year                     = {1996},
  Address                  = {Upper Saddle River, N.J.}
}

@Book{Ashenfelter.1999,
  Title                    = {Handbook of Labor Economics},
  Editor                   = {Ashenfelter, Orley and Card, David},
  Publisher                = {North-Holland Publishing Company},
  Year                     = {1999},
  Address                  = {Amsterdam, NL}
}

@Book{Atkinson.2014,
  title     = {Handbook of income distribution},
  editor    = {Anthony B. Atkinson and Francois Bourguignon},
  publisher = {Elsevier},
  year      = {2014},
  address   = {Amsterdam, NL},
  isbn      = {0444594302, 9780444594303},
}

@Book{Basar.1985,
  Title                    = {Dynamic Games and Applications in Economics},
  Editor                   = {Basar, Tamer},
  Publisher                = {Springer},
  Year                     = {1985},

  Address                  = {New York City, NY}
}

@Book{Behrman.1997b,
  Title                    = {The Social Benefits of Education},
  Editor                   = {Behrman, Jere R and Nevzer, Stacey},
  Publisher                = {University of Michigan Press},
  Year                     = {1997},

  Address                  = {Ann Arbor, MI}
}

@Book{Blankenhorn.1990,
  Title                    = {Rebuilding the Nest: A New Commitment to American Family},
  Editor                   = {Blankenhorn, David and Bayme, Steven and Elshtain, Jean B},
  Publisher                = {Family Service America},
  Year                     = {1990},

  Address                  = {Milwaukee, WI}
}

@Book{Bloom.2005,
  Title                    = {Learning More From Social Experiments},
  Editor                   = {Bloom, Howard S},
  Publisher                = {The Russell Sage Foundation},
  Year                     = {2005},

  Address                  = {New York City, NY}
}

@Book{Bourque.2014,
  Title                    = {Guide to the Software Engineering Body of Knowledge},
  Editor                   = {Bourque, P and Fairley, R E},
  Publisher                = {IEEE Computer Society},
  Year                     = {2014}
}

@Book{Bowles.2005,
  Title                    = {Unequal Chances: Family Background and Economic Success},
  Editor                   = {Bowles, Samuel and Gintis, Herbert and Osborne-Groves, Melissa},
  Publisher                = {Princeton University Press},
  Year                     = {2005},

  Address                  = {Princeton, NJ}
}

@Book{Browning.1999,
  Title                    = {Handbook of Macroeconomics},
  Editor                   = {Browning, Martin and Hansen, Lars Peter and Heckman, James J},
  Publisher                = {Elsevier Science},
  Year                     = {1999}
}

@Book{CowlesComission.1953,
  Title                    = {Cowles Comission for Research in Economics},
  Editor                   = {Cowles Comission},
  Publisher                = {Wiley},
  Year                     = {1953},

  Address                  = {London, UK}
}

@Book{Corak.2004,
  Title                    = {Generational Income Mobility in North America and Europe},
  Editor                   = {Corak, Miles},
  Publisher                = {Cambridge University Press},
  Year                     = {2004},

  Address                  = {Cambridge, UK}
}

@Book{Culyer.2000,
  Title                    = {Handbook of Health Economics},
  Editor                   = {Culyer, Anthony J and Newhouse, Joseph P},
  Publisher                = {Elsevier Science},
  Year                     = {2000},
  Address                  = {Amsterdam, NL}
}

@Book{Dahl.2004b,
  Title                    = {Annals of the New York Academy of Science},
  Editor                   = {Dahl, Ronald E and Spear, Linda P},
  Publisher                = {New York Academy of Science},
  Year                     = {2004},

  Address                  = {New York City, NY}
}

@Book{Devlin.2007,
  Title                    = {Intelligence, Genes, and Success: Scientists Response to the Bell Curve},
  Editor                   = {Devlin, Bernie and Fienberg, Stephen E and Resnick, Daniel P and Roeder, Kathryn},
  Publisher                = {Springer},
  Year                     = {2007},

  Address                  = {New York City, NY}
}

@Book{Dohrenwend.1998,
  Title                    = {Adversity, Stress, and Psychopathology},
  Editor                   = {Dohrenwend, B P},
  Publisher                = {Oxford University Press},
  Year                     = {1998}
}

@Book{Duncan.1997b,
  Title                    = {Consequences of Growing up Poor},
  Editor                   = {Duncan, Greg J},
  Publisher                = {Russell Sage Foundation},
  Year                     = {1997},

  Address                  = {New York City, NY}
}

@Book{Durlauf.2008,
  Title                    = {The New Palgrave Dictionary of Economics},
  Editor                   = {Durlauf, Steven N and Blume, Lawrence E},
  Publisher                = {Palgrave},
  Year                     = {2008},

  Address                  = {New York City, NY}
}

@Book{Eberts.2002,
  Title                    = {Targeting Employment Services},
  Editor                   = {Eberts, Randall W and O'Leary, Christopher J and Wandner, Stephen A},
  Publisher                = {W. E. Upjohn Institute for Employment Research},
  Year                     = {2002},

  Address                  = {Kalamazoo, MI}
}

@Book{Erikson.1996b,
  Title                    = {Can Education be Equalized? {T}he Swedish Case in Comparative Perspective},
  Editor                   = {Erikson, Robert and Jonsson, Jan O},
  Publisher                = {Westview Press},
  Year                     = {1996},

  Address                  = {Boulder, CO}
}

@Book{Gilbert.1998,
  Title                    = {The Handbook of Social Psychology},
  Editor                   = {Gilbert, Daniel T and Fiske, Susan T and Lindzey, Gardner},
  Publisher                = {Oxford University Press},
  Year                     = {1998},

  Address                  = {New York City, NY}
}

@Book{Gilks.1996,
  title     = {{M}arkov Chain Monte Carlo in Practice},
  publisher = {Chapman \& Hall},
  year      = {1996},
  editor    = {Gilks, W R and Richardson, S and Spiegelhalter, D J},
  address   = {New York City, NY},
}

@Book{Granovetter.2001,
  title     = {The Sociology of Economic Life},
  publisher = {Westview Press},
  year      = {2001},
  editor    = {Granovetter, Mark and Swedberg, Richard},
  address   = {Boulder, CO},
}

@Book{Griliches.1984,
  Title                    = {Handbook of Econometrics, Volume II},
  Editor                   = {Griliches, Zvi and Intriligator, Michael D},
  Publisher                = {Elsevier Science},
  Year                     = {1984},

  Address                  = {Amsterdam, NL}
}

@Book{Griliches.1983,
  Title                    = {Handbook of Econometrics},
  Editor                   = {Griliches, Zvi and Intriligator, Michael D},
  Publisher                = {Elsevier Science},
  Year                     = {1983},

  Address                  = {Amsterdam, NL}
}

@Book{Hammermesh.2005,
  Title                    = {The Economics of Time Use},
  Editor                   = {Hammermesh, Daniel S and Pfann, Gerard A},
  Publisher                = {Elsevier Science},
  Year                     = {2005},

  Address                  = {Amsterdam, NL}
}

@Book{Hansen.2003,
  Title                    = {Advances in Econometrics: Theory and Applications, Eigth World Congress},
  Editor                   = {Hansen, Lars P and Dewatripont, Mathias and Turnovsky, Stephen J},
  Publisher                = {Cambridge University Press},
  Year                     = {2003},

  Address                  = {Cambridge, UK}
}

@Book{Hanushek.1994,
  Title                    = {Making Schools Work: Improving Performance and Controlling Costs},
  Editor                   = {Hanushek, Eric A},
  Publisher                = {Brookings Institution Press},
  Year                     = {1994},

  Address                  = {Washington, D.C.}
}

@Book{Hanushek.2006,
  Title                    = {Handbook of the Economics of Education},
  Editor                   = {Hanushek, Eric A and Welch, John F},
  Publisher                = {North-Holland Publishing Company},
  Year                     = {2006},

  Address                  = {Amsterdam, NL}
}

@Book{Harvey.2004,
  Title                    = {State Space and Unobserved Component Models: Theory and Application},
  Editor                   = {Harvey, Andrew C and Koopman, Siem J and Shephard, Neil},
  Publisher                = {Cambridge University Press},
  Year                     = {2004},

  Address                  = {Cambridge, UK}
}

@Book{Heckman.2003,
  Title                    = {Inequality in America: What Role for Human Capital Policies?},
  Editor                   = {Heckman, James J and Krueger, Alan B},
  Publisher                = {MIT Press},
  Year                     = {2003},

  Address                  = {Cambridge, MA},
  isbn                     = {0262083280, 9780262083287},
}

@Book{Heckman.2007h,
  Title                    = {Handbook of Econometrics},
  Editor                   = {Heckman, James J and Leamer, Edward E},
  Publisher                = {Elsevier Science},
  Year                     = {2007},

  Address                  = {Amsterdam, NL}
}

@Book{Heckman.1985,
  Title                    = {Longitudinal Analysis of Labor Market Data},
  Editor                   = {Heckman, James J and Singer, Burton},
  Publisher                = {Cambridge University Press},
  Year                     = {1985},

  Address                  = {Cambridge, MA}
}

@Book{Helburn.1995,
  Title                    = {Cost, Quality and Child Outcomes in Child Care Centers},
  Editor                   = {Helburn, Suzanne W},
  Publisher                = {Economics Department, University of Colorado at Denver},
  Year                     = {1995},

  Address                  = {Denver, CO}
}

@Book{Hood.1953,
  Title                    = {Studies in econometric method},
  Author                   = {Hood, William and Koopmans, Tjalling},
  Publisher                = {John Wiley \& Sons},
  Year                     = {1953},
  institution              = {Cowles Commission For Research in Economics},
  Address                  = {New York City, NY}
}

@Book{Hsiao.1999,
  Title                    = {Analysis of Panels and Limited Dependent Variable Models in Honour of G. S. Maddala},
  Editor                   = {Hsiao, Cheng and Maddala, Gangadharro S},
  Publisher                = {Cambridge University Press},
  Year                     = {1999},

  Address                  = {Cambridge, MA},
  isbn                     = {0521631696, 9780521631693},
}

@Book{Hsiao.2001,
  Title                    = {Nonlinear Statistical Modeling: Proceedings of the Thirteenth International Symposium in Economic Theory and Econometrics: Essays in Honor of Takeshi Amemiya},
  Editor                   = {Hsiao, Cheng and Morimune, K and Powell, James},
  Publisher                = {Cambridge University Press},
  Year                     = {2001},

  Address                  = {New York City, NY}
}

@Book{John.2008,
  Title                    = {Handbook of Personality: Theory and Reserach},
  Editor                   = {John, Oliver P and Robins, Robert and Pervin, Lawrence A},
  Publisher                = {Guilford},
  Year                     = {2008},

  Address                  = {New York City, NY}
}

@Book{Keating.1999,
  Title                    = {Developmental Health and the Wealth of Nations: Social, Biological, and Educational Dynamics},
  Editor                   = {Keating, Daniel P and Hertzman, Clyde},
  Publisher                = {The Guilford Press},
  Year                     = {1999},

  Address                  = {New York City, NY}
}

@Book{Kosters.1999b,
  Title                    = {Financing College Tuition: Government Policies and Educational Priorities},
  Editor                   = {Kosters, Martin},
  Publisher                = {American Enterprise Institute Press},
  Year                     = {1999},

  Address                  = {Washington, D.C.}
}

@Book{Krishnaiah.1977,
  Title                    = {Applications of Statistics},
  Editor                   = {Krishnaiah, P},
  Publisher                = {North-Holland Publishing Company},
  Year                     = {1977},

  Address                  = {New York City, NY}
}

@Book{Lechner.2001,
  Title                    = {Econometric Evaluations of Active Labor Market Policies in Europe},
  Editor                   = {Lechner, Michael and Pfeiffer, Friedhelm},
  Publisher                = {Physica Verlag},
  Year                     = {2001},

  Address                  = {Heiderlbert, Germany}
}

@Book{Lord.1968,
  Title                    = {Statistical Theories of Mental Test Scores},
  Editor                   = {Lord, Frederic M and Novick, Melvin R},
  Publisher                = {Addison-Wesley},
  Year                     = {1968},

  Address                  = {Reading, MA}
}

@Book{Louis.1995,
  Title                    = {Aspects of Labour Market Behaviour: Essays in Honor of John Vanderkamp},
  Editor                   = {Louis, N Christofides E and Kenneth, Grant and Robert, Swidinsky},
  Publisher                = {University of Toronto Press},
  Year                     = {1995},

  Address                  = {Toronto, Canada}
}

@Book{Machina.2014,
  title     = {Handbook of the economics of risk and uncertainty},
  year      = {2014},
  author    = {Machina, Mark J and Viscusi, Kip},

  publisher = {North-Holland Publishing Company},
  address   = {Amsterdam, Netherlands},
}

@Book{Manski.1992,
  Title                    = {Evaluating Welfare and Training Programs},
  Editor                   = {Manski, Charles F. and Garfinkel, Irwin},
  Publisher                = {Harvard University Press},
  Year                     = {1992},

  Address                  = {Cambridge, MA}
}

@Book{Manski.1981,
  Title                    = {Structural Analysis of Discrete Data with Econometric Application},
  Editor                   = {Manski, Charles F. and McFadden, Daniel},
  Publisher                = {MIT Press},
  Year                     = {1981},

  Address                  = {Chicago, IL}
}

@incollection{Manski.1999,
	title={Analysis of Choice Expectations in Incomplete Scenarios},
	author={Manski, Charles F and Wolpin, Kenneth I and Weber, Elke U},
	booktitle={Elicitation of Preferences},
	pages={49--72},
	year={1999},
}

@Book{Meisels.1990,
  title     = {Handbook of Early Childhood Intervention},
  publisher = {Cambridge University Press},
  year      = {1990},
  editor    = {Meisels, Samuel J and Shonkoff, Jack P},
  address   = {New York City, NY},
}

@Book{Nagel.1962,
  Title                    = {Logic, Methodology and Philosophy of Science},
  Editor                   = {Nagel, Ernest and Suppes, Patrik and Tarski, Alfred},
  Publisher                = {Stanford University Press},
  Year                     = {1962},

  Address                  = {Stanford, CA}
}

@Book{Rotter.1972,
  Title                    = {Applications of a Social Learning Theory of Personality},
  Editor                   = {Rotter, Julian B and Chance, June E and Phares, Jerry E},
  Publisher                = {Holt, Rinehart, and Winston},
  Year                     = {1972},

  Address                  = {New York City, NY}
}

@Book{Schultz.2007,
  Title                    = {Handbook of Development Economics},
  Editor                   = {Schultz, Paul T and Stauss, John A},
  Publisher                = {Elsevier Science},
  Year                     = {2007},

  Address                  = {Amsterdam, NL}
}

@Book{Shonkoff.2000,
  Title                    = {From Neurons to Neighborhoods: The Science of Early Child Development},
  Editor                   = {Shonkoff, Jack P and Phillips, Deborah},
  Publisher                = {National Academy Press},
  Year                     = {2000},

  Address                  = {Washington, D.C}
}

@Book{Strom.1998,
  Title                    = {Econometrics and Economic Theory in the 20th Century},
  Editor                   = {Strom, Steinar},
  Publisher                = {Cambridge University Press},
  Year                     = {1998},

  Address                  = {Cambridge, UK}
}

@Book{Stromsdorfer.1980,
  Title                    = {Evaluation Studies Review Annual},
  Editor                   = {Stromsdorfer, S and Farkas, George},
  Publisher                = {Sage Publications},
  Year                     = {1980},

  Address                  = {Beverly Hills, CA}
}

@Book{vanDijk.1995,
  Title                    = {Econometric Inference using Simulation Techniques},
  Editor                   = {{van Dijk Alain Monfort}, Bryan W Brown},
  Publisher                = {Wiley},
  Year                     = {1995},

  Address                  = {New York City, NY}
}

@Book{Wainer.1986,
  Title                    = {Drawing Inference from Self-Selected Samples},
  Editor                   = {Wainer, H},
  Publisher                = {Springer},
  Year                     = {1986},

  Address                  = {New York City, NY}
}

@Book{Zarembka.1974,
  Title                    = {Frontiers in Econometrics},
  Editor                   = {Zarembka, Paul},
  Publisher                = {Academic Press},
  Year                     = {1974},

  Address                  = {New York City, NY}
}

@Misc{Obama.2013,
  Title                    = {{The State of the Union Address}},
  Year                     = {2013},

  Url                      = {https://obamawhitehouse.archives.gov/the-press-office/2013/02/12/remarks-president-state-union-address}
}

@article{Shapiro.2002,
	author = {Shapiro, Alexander and Kleywegt, Anton},
	title = {Minimax analysis of stochastic problems},
	journal = {Optimization Methods and Software},
	volume = {17},
	number = {3},
	pages = {523-542},
	year  = {2002},
}

@Book{Shapiro.2014,
  title     = {Lectures on Stochastic Programming: Modeling and Theory},
  year      = {2014},
  editor    = {Shapiro, Alexander and Dentcheva, Darinka and Ruszczynski, Andrzej},
  publisher = {SIAM},
}

@Book{Banerjee.2011,
  title     = {Poor Economics: A Radical Rethinking of the Way to Fight Global Poverty},
  publisher = {PublicAffairs},
  year      = {2011},
  editor    = {Banerjee, Abhijit V. and Duflo, Esther},
}

@Book{Easterly.2014,
  title     = {The Tyranny of Experts},
  publisher = {Basic Books},
  year      = {2014},
  editor    = {Easterly, William},
}

@Book{Wapshott.2012,
  title  = {Keynes {Hayek}: The Clash that Defined Modern Economics},
  year   = {2012},
  editor = {Wapshott, Nicholas},
}

@Book{Booth.2016,
  title     = {The Craft of Research},
  publisher = {University of Chicago Press},
  year      = {2016},
  editor    = {Booth, Wayne C. and Colomb, Gregory G. and Williams, Joseph M.},
}

@Book{Wallwork.2016a,
  title     = {English for Writing Research Papers},
  publisher = {Springer},
  year      = {2016},
  editor    = {Wallwork, Adrian},
}

@Article{Pollak.1968,
  author    = {R. A. Pollak},
  title     = {Consistent Planning},
  journal   = {The Review of Economic Studies},
  year      = {1968},
  volume    = {35},
  number    = {2},
  pages     = {201--208},
  issn      = {00346527, 1467937X},
  publisher = {[Oxford University Press, Review of Economic Studies, Ltd.]},
}

@Unpublished{Haan.2017,
  author = {Haan, Peter and Haywood, Luke and Schneider, Ulrich},
  title  = {Time Preferences and Female Labor Supply},
  year   = {2017},
}

@Article{Abbring.2018a,
  author = {Abbring, Jaap H. and Daljord, �ystein},
  title  = {Two Counterexamples that Show that {F}ang and {W}ang (2015)�s Generic Identification Result is Void},
  year   = {2018},
}

@Book{Dupuis.1997,
  title     = {A Weak Convergence Approach to the Theory of Large Deviations},
  year      = {1997},
  editor    = {Dupuis, Paul and Ellis, Richard S.},
  publisher = {John Wiley \& Sons},
  address   = {New York City, NY},
}

@Article{Ben-Tal.2010,
  author   = {Ben-Tal, Aharon and Bertsimas, Dimitris and Brown, David B.},
  title    = {A Soft Robust Model for Optimization Under Ambiguity},
  issn     = {0030-364X},
  number   = {4-part-2},
  pages    = {1220--1234},
  volume   = {58},
  abstract = {In this paper, we propose a framework for robust optimization that relaxes the standard notion of robustness by allowing the decision maker to vary the protection level in a smooth way across the uncertainty set. We apply our approach to the problem of maximizing the expected value of a payoff function when the underlying distribution is ambiguous and therefore robustness is relevant. Our primary objective is to develop this framework and relate it to the standard notion of robustness, which deals with only a single guarantee across one uncertainty set. First, we show that our approach connects closely to the theory of convex risk measures. We show that the complexity of this approach is equivalent to that of solving a small number of standard robust problems. We then investigate the conservatism benefits and downside probability guarantees implied by this approach and compare to the standard robust approach. Finally, we illustrate the methodology on an asset allocation example consisting of historical ma...},
  isbn     = {0030-364X},
  journal  = {Operations Research},
  keywords = {ambiguity, convex risk measures, divergence measures, optimized certainty equivalent, portfolio optimization, robust optimization},
  year     = {2010},
}

@Article{Heckman.2007c,
  author   = {Heckman, James J and Navarro, S},
  title    = {Dynamic Discrete Choice and Dynamic Treatment Effects},
  issn     = {03044076},
  number   = {2},
  pages    = {341--396},
  volume   = {136},
  journal  = {Journal of Econometrics},
  keywords = {dynamic discrete choice, dynamic treatment effects},
  year     = {2007},
}

@InCollection{Backus.2005,
  author    = {David K. Backus and Bryan R. Routledge and Stanley E. Zin},
  title     = {Exotic Preferences for Macroeconomists},
  booktitle = {NBER Macroeconomics Annual 2004, Volume 19},
  publisher = {MIT Press},
  year      = {2005},
  pages     = {319-414},
  month     = {April},
}

@Article{Mehra.1985,
  author    = {Mehra, Rajnish and Prescott, Edward C},
  title     = {The equity premium: A puzzle},
  journal   = {Journal of monetary economics},
  year      = {1985},
  volume    = {15},
  number    = {2},
  pages     = {145--161},
  publisher = {Elsevier},
}

@Article{Barillas.2009,
  author    = {Barillas, Francisco and Hansen, Lars Peter and Sargent, Thomas J},
  title     = {Doubts or variability?},
  journal   = {Journal of economic theory},
  year      = {2009},
  volume    = {144},
  number    = {6},
  pages     = {2388--2418},
  publisher = {Academic Press},
}

@Article{Hansen.2002,
  author    = {Hansen, Lars Peter and Sargent, Thomas J and Wang, Neng E},
  title     = {Robust permanent income and pricing with filtering},
  journal   = {Macroeconomic dynamics},
  year      = {2002},
  volume    = {6},
  number    = {1},
  pages     = {40--84},
  publisher = {Cambridge University Press},
}

@Article{Tanaka.2015,
  author    = {Tanaka, Ken'ichiro and Toda, Alexis Akira},
  title     = {Discretizing distributions with exact moments: Error estimate and convergence analysis},
  journal   = {SIAM Journal on Numerical Analysis},
  year      = {2015},
  volume    = {53},
  number    = {5},
  pages     = {2158--2177},
  publisher = {SIAM},
}

@Article{Blundell.2016,
  author    = {Blundell, Richard and Costa Dias, Monica and Meghir, Costas and Shaw, Jonathan},
  title     = {Female labor supply, human capital, and welfare reform},
  journal   = {Econometrica},
  year      = {2016},
  volume    = {84},
  number    = {5},
  pages     = {1705--1753},
  publisher = {Wiley Online Library},
}

@Article{Adda.2017,
  author    = {Adda, J{\'e}r{\^o}me and Dustmann, Christian and Stevens, Katrien},
  title     = {The career costs of children},
  journal   = {Journal of Political Economy},
  year      = {2017},
  volume    = {125},
  number    = {2},
  pages     = {293--337},
  publisher = {University of Chicago Press Chicago, IL},
}

@Article{Keane.2015,
  author    = {Keane, Michael P},
  title     = {Effects of Permanent and Transitory Tax Changes in a Life-cycle Labor Supply Model with Human Capital},
  journal   = {International Economic Review},
  year      = {2015},
  volume    = {56},
  number    = {2},
  pages     = {485--503},
  publisher = {Wiley Online Library},
}

@Article{Sauer.2015,
  author    = {Sauer, Robert M},
  title     = {Does it Pay for Women to Volunteer?},
  journal   = {International Economic Review},
  year      = {2015},
  volume    = {56},
  number    = {2},
  pages     = {537--564},
  publisher = {Wiley Online Library},
}

@Article{Baum.2011,
  author    = {Baum-Snow, Nathaniel and Pavan, Ronni},
  title     = {Understanding the City Size Wage Gap},
  journal   = {Review of Economic Studies},
  year      = {2011},
  volume    = {79},
  number    = {1},
  pages     = {88--127},
  publisher = {Oxford University Press},
}

@Article{Ge.2011,
  author    = {Ge, Suqin},
  title     = {Women�s College Decisions: How much does Marriage Matter?},
  journal   = {Journal of Labor Economics},
  year      = {2011},
  volume    = {29},
  number    = {4},
  pages     = {773--818},
  publisher = {University of Chicago Press Chicago, IL},
}

@Article{Cohen.2008,
  author    = {Cohen-Goldner, Sarit and Eckstein, Zvi},
  title     = {Labor Mobility of Immigrants: Training, Experience, Language, and Opportunities},
  journal   = {International Economic Review},
  year      = {2008},
  volume    = {49},
  number    = {3},
  pages     = {837--872},
  publisher = {Wiley Online Library},
}

@Article{Imai.2004,
  author    = {Imai, Susumu and Keane, Michael P},
  title     = {Intertemporal Labor Supply and Human Capital Accumulation},
  journal   = {International Economic Review},
  year      = {2004},
  volume    = {45},
  number    = {2},
  pages     = {601--641},
  publisher = {Wiley Online Library},
}

@Article{Eckstein.2011,
  author    = {Eckstein, Zvi and Lifshitz, Osnat},
  title     = {Dynamic Female Labor Supply},
  journal   = {Econometrica},
  year      = {2011},
  volume    = {79},
  number    = {6},
  pages     = {1675--1726},
  publisher = {Wiley Online Library},
}

@Article{Iskhakov.2021,
  author  = {Fedor Iskhakov and Michael Keane},
  title   = {Effects of taxes and safety net pensions on life-cycle labor supply, savings and human capital: The case of Australia},
  journal = {Journal of Econometrics},
  year    = {2021},
  volume  = {223},
  number  = {2},
  pages   = {401-432},
}

@Article{Iskhakov.2017,
  author    = {Iskhakov, Fedor and J{\o}rgensen, Thomas H and Rust, John and Schjerning, Bertel},
  title     = {The Endogenous Grid Method for Discrete-continuous Dynamic Choice Models with (or without) Taste Shocks},
  journal   = {Quantitative Economics},
  year      = {2017},
  volume    = {8},
  number    = {2},
  pages     = {317--365},
  publisher = {Wiley Online Library},
}

@Article{Buchinsky.2014,
  author    = {Buchinsky, Moshe and Gotlibovski, Chemi and Lifshitz, Osnat},
  title     = {Residential Location, Work Location, and Labor Market Outcomes of Immigrants in Israel},
  journal   = {Econometrica},
  year      = {2014},
  volume    = {82},
  number    = {3},
  pages     = {995--1054},
  publisher = {Wiley Online Library},
}

@Article{Behrman.2016,
  author    = {Behrman, Jere R and Tincani, Michela M and Todd, Petra E and Wolpin, Kenneth I},
  title     = {Teacher Quality in Public and Private Schools under a Voucher System: The Case of Chile},
  journal   = {Journal of Labor Economics},
  year      = {2016},
  volume    = {34},
  number    = {2},
  pages     = {319--362},
  publisher = {University of Chicago Press Chicago, IL},
}

@Article{Gemici.2014,
  author    = {Gemici, Ahu and Wiswall, Matthew},
  title     = {Evolution of Gender Differences in Post-secondary Human Capital Investments: College Majors},
  journal   = {International Economic Review},
  year      = {2014},
  volume    = {55},
  number    = {1},
  pages     = {23--56},
  publisher = {Wiley Online Library},
}

@Article{Pavan.2011,
  author    = {Pavan, Ronni},
  title     = {Career Choice and Wage Growth},
  journal   = {Journal of Labor Economics},
  year      = {2011},
  volume    = {29},
  number    = {3},
  pages     = {549--587},
  publisher = {University of Chicago Press Chicago, IL},
}

@Book{Peters.2017,
  title     = {Elements of causal inference: Foundations and learning algorithms},
  publisher = {MIT Press},
  year      = {2017},
  author    = {Peters, Jonas and Janzig, Dominik and Sch\"olkopf, Bernhard},
}

@Book{Pearl.2009,
  author    = {Pearl, Judea},
  title     = {Causality},
  publisher = {Cambridge, England: Cambridge University Press},
  year      = {2009},
}

@Misc{Peters.2015,
  author = {Peters, Jonas},
  title  = {Causality: Lecture notes},
  year   = {2015},
  url    = {http://web.math.ku.dk/~peters/jonas_files/scriptChapter1-4.pdf},
}

@Article{Charig.1986,
  author  = {Charig, C. R. and Webb, D. R. and Payne, S. R. and Wickham, J. E.},
  title   = {Comparison of treatment of renal calculi by open surgery, percutaneous nephrolithotomy, and extracorporeal shockwave lithotripsy},
  journal = {British medical journal (Clinical research ed.)},
  year    = {1986},
  volume  = {292},
  number  = {6524},
  pages   = {879-882},
}

@Article{Heiss.2008,
  author  = {Heiss, Florian and Winschel, Viktor},
  title   = {Likelihood approximation by numerical integration on sparse grids},
  journal = {Journal of Econometrics},
  year    = {2008},
  volume  = {144},
  number  = {1},
  pages   = {62-80},
}

@Article{Reich.2018,
  author  = {Reich, Gregor},
  title   = {Divide and Conquer: Recursive Likelihood Function Integration for Hidden {M}arkov Models with Continuous Latent Variables},
  journal = {Operations Research},
  year    = {2018},
  volume  = {66},
  number  = {6},
  pages   = {1457--1470},
}

@Book{Angrist.2008,
  author    = {Angrist, Joshua D. and Pischke, J\"{o}rn-Steffen},
  title     = {Mostly Harmless Econometrics: An Empiricist's Companion},
  year      = {2008},
  address   = {Princeton, NJ, USA},
  publisher = {Princeton University Press},
  abstract  = {The core methods in today's econometric toolkit are linear regression for statistical control, instrumental variables methods for the analysis of natural experiments, and differences-in-differences methods that exploit policy changes. In the modern experimentalist paradigm, these techniques address clear causal questions such as: Do smaller classes increase learning? Should wife batterers be arrested? How much does education raise wages? Mostly Harmless Econometrics shows how the basic tools of applied econometrics allow the data to speak.},
  keywords  = {Econometrics, Regression analysis, Economics},
  lccn      = {HB139},
}

@Book{Morgan.2014,
  author    = {Morgan, Stephen L and Winship, Christopher},
  title     = {Counterfactuals and Causal Inference},
  publisher = {Cambridge, England: Cambridge University Press},
  keywords  = {Methodology, Social sciences, Causation, Research},
  year      = {2014},
}

@Article{Black.2005,
  author  = {Black, Sandra E. and Devereux, Paul J. and Salvanes, Kjell G.},
  title   = {Why the Apple Doesn't Fall Far: Understanding Intergenerational Transmission of Human Capital},
  journal = {American Economic Review},
  year    = {2005},
  volume  = {95},
  number  = {1},
  pages   = {437-449},
}

@Article{Wald.1940,
  author    = {Wald, Abraham},
  title     = {The fitting of straight lines if both variables are subject to error},
  journal   = {The Annals of Mathematical Statistics},
  year      = {1940},
  volume    = {11},
  number    = {3},
  pages     = {284--300},
  publisher = {JSTOR},
}

@Article{Wolpin.1982,
  author    = {Wolpin, Kenneth I},
  title     = {A new test of the permanent income hypothesis: the impact of weather on the income and consumption of farm households in India},
  journal   = {International Economic Review},
  year      = {1982},
  pages     = {583--594},
  publisher = {JSTOR},
}

@Article{Lee.2010a,
  author  = {Lee, David S and Lemieux, Thomas},
  title   = {Regression discontinuity designs in economics},
  journal = {Journal of economic literature},
  year    = {2010},
  volume  = {48},
  number  = {2},
  pages   = {281--355},
}

@Article{Lee.2008,
  author    = {Lee, David S},
  title     = {Randomized experiments from non-random selection in {US} {H}ouse elections},
  journal   = {Journal of Econometrics},
  year      = {2008},
  volume    = {142},
  number    = {2},
  pages     = {675--697},
  publisher = {Elsevier},
}

@Article{Imbens.2008,
  author    = {Imbens, Guido W and Lemieux, Thomas},
  title     = {Regression discontinuity designs: A guide to practice},
  journal   = {Journal of econometrics},
  year      = {2008},
  volume    = {142},
  number    = {2},
  pages     = {615--635},
  publisher = {Elsevier},
}

@InCollection{Rosenbaum.2002,
  author    = {Rosenbaum, Paul R},
  title     = {Overt bias in observational studies},
  booktitle = {Observational studies},
  publisher = {Springer},
  year      = {2002},
  pages     = {71--104},
}

@Book{Imbens.2015,
  title     = {Causal inference in statistics, social, and biomedical sciences},
  publisher = {Cambridge University Press},
  year      = {2015},
  author    = {Imbens, Guido W and Rubin, Donald B},
}

@Book{Manski.1995,
  title     = {Identification problems in the social sciences},
  publisher = {Harvard University Press},
  year      = {1995},
  author    = {Manski, Charles F},
}

@Article{Pearl.2012,
  author  = {Pearl, Judea},
  title   = {The do-calculus revisited},
  journal = {arXiv preprint arXiv:1210.4852},
  year    = {2012},
}

@Book{Goldberger.1991,
  title     = {A course in econometrics},
  publisher = {Harvard University Press},
  year      = {1991},
  author    = {Goldberger, Arthur S.},
}

@Article{Angrist.1999,
  author    = {Angrist, Joshua D and Imbens, Guido W},
  title     = {Comment on James J. Heckman," Instrumental Variables: A Study of Implicit Behavioral Assumptions Used in Making Program Evaluations"},
  journal   = {Journal of Human Resources},
  year      = {1999},
  pages     = {823--827},
  publisher = {JSTOR},
}

@Book{Froelich.2019,
  title     = {Impact evaluation},
  publisher = {Cambridge University Press},
  year      = {2019},
  author    = {Fr{\"o}lich, Markus and Sperlich, Stefan},
}

@Article{Card.2000,
  author  = {Card, David and Krueger, Alan B},
  title   = {Minimum wages and employment: a case study of the fast-food industry in New Jersey and Pennsylvania: reply},
  journal = {American Economic Review},
  year    = {2000},
  volume  = {90},
  number  = {5},
  pages   = {1397--1420},
}

@Article{Braga.2001,
  author    = {Braga, Anthony A and Kennedy, David M and Waring, Elin J and Piehl, Anne Morrison},
  title     = {Problem-oriented policing, deterrence, and youth violence: An evaluation of Boston's Operation Ceasefire},
  journal   = {Journal of research in crime and delinquency},
  year      = {2001},
  volume    = {38},
  number    = {3},
  pages     = {195--225},
  publisher = {Sage Publications},
}

@Article{Card.1995a,
  author    = {Card, David and Krueger, Alan B},
  title     = {Time-series minimum-wage studies: a meta-analysis},
  journal   = {The American Economic Review},
  year      = {1995},
  volume    = {85},
  number    = {2},
  pages     = {238--243},
  publisher = {JSTOR},
}

@Article{Ben-Tal.2013,
  author  = {Ben-Tal, Aharon and den Hertog, Dick and De Waegenaere, Anja and Melenberg, Bertrand and Rennen, Gijs},
  title   = {Robust Solutions of Optimization Problems Affected by Uncertain Probabilities},
  journal = {Management Science},
  year    = {2013},
  volume  = {59},
  number  = {2},
  pages   = {341--357},
}

@Book{Angrist.2014,
  title     = {Mastering 'metrics: The path from cause to effect},
  publisher = {Princeton University Press},
  year      = {2014},
  author    = {Angrist, Joshua D and Pischke, J{\"o}rn-Steffen},
}

@Book{Muller.2018,
  title     = {The Tyranny of Metrics},
  publisher = {Princeton University Press},
  year      = {2018},
  author    = {Jerry Z. Muller},
}

@Article{Krueger.1999,
  author    = {Krueger, Alan B},
  title     = {Experimental estimates of education production functions},
  journal   = {The quarterly journal of economics},
  year      = {1999},
  volume    = {114},
  number    = {2},
  pages     = {497--532},
  publisher = {MIT Press},
}

@Book{Stock.2003,
  title     = {Introduction to econometrics},
  publisher = {Addison Wesley Boston},
  year      = {2003},
  author    = {Stock, James H and Watson, Mark W and others},

}

@Article{Gupta.2011,
  author    = {Gupta, Sandeep K},
  title     = {Intention-to-treat concept: {a} review},
  journal   = {Perspectives in clinical research},
  year      = {2011},
  volume    = {2},
  number    = {3},
  pages     = {109},
  publisher = {Wolters Kluwer--Medknow Publications},
}

@Article{Baicker.2013,
  author    = {Baicker, Katherine and Taubman, Sarah L and Allen, Heidi L and Bernstein, Mira and Gruber, Jonathan H and Newhouse, Joseph P and Schneider, Eric C and Wright, Bill J and Zaslavsky, Alan M and Finkelstein, Amy N},
  title     = {The {O}regon experiment - effects of {M}edicaid on clinical outcomes},
  journal   = {New England Journal of Medicine},
  year      = {2013},
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@Book{Okken.2017,
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@Article{Ridout.2009,
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@Misc{Brodtkorb.2019,
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@Article{Ma.2009,
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@Article{Pflueger.2010,
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@Book{Goodfellow.2016,
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@Article{Villaverde.2019,
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@Article{Atkeson.2020,
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@Misc{IMF.2020,
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@Article{Acemoglu.2020,
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@Misc{Moll.2020,
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@Article{Alvarez.2020,
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@Article{Eichenbaum.2020,
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@Article{Gupta.2020,
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@Article{Gaudecker.2020,
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@Article{Bellemare.2020,
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@Article{Rachel.2020,
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@Misc{Tensorflow.2015,
  author = {Mart\'{\i}n~Abadi and Ashish~Agarwal and Paul~Barham and Eugene~Brevdo and Zhifeng~Chen and Craig~Citro and Greg~S.~Corrado and Andy~Davis and Jeffrey~Dean and Matthieu~Devin and Sanjay~Ghemawat and Ian~Goodfellow and Andrew~Harp and Geoffrey~Irving and Michael~Isard and Yangqing Jia and Rafal~Jozefowicz and Lukasz~Kaiser and Manjunath~Kudlur and Josh~Levenberg and Dan~Man\'{e} and Rajat~Monga and Sherry~Moore and Derek~Murray and Chris~Olah and Mike~Schuster and Jonathon~Shlens and Benoit~Steiner and Ilya~Sutskever and Kunal~Talwar and Paul~Tucker and Vincent~Vanhoucke and Vijay~Vasudevan and Fernanda~Vi\'{e}gas and Oriol~Vinyals and Pete~Warden and Martin~Wattenberg and Martin~Wicke and Yuan~Yu and Xiaoqiang~Zheng},
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@Article{Fort.2015,
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@Article{Walker.2003,
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@Article{Dongarra.2012,
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@Article{Kahneman.1997,
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@Article{Fournier.2015,
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@Article{Torre.2019,
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@Article{Saltelli.2020,
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@Article{Erosa.2010,
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@Article{Caucutt.2020,
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@Article{Klein.1978,
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@article{Manski.2021,
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@book{Hofert.2019,
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@book{Czado.2019,
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@incollection{Fisher.1997,
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@Article{Ruschendorf.1976,
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@Article{Gijbels.2011,
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@Article{Eckstein.2019,
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@Article{Blundell.2012,
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@InProceedings{Kuhn.1951,
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@Article{Chamberlain.2020,
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@Article{Andrews.2020,
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@Article{Christensen.2019,
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@Article{Samuelson.1967,
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@Article{Heckman.2018,
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@book{Efron.1993,
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@Misc{OSE.2020b,
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@Misc{respy.2020web,
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@Misc{pyABC.2020web,
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@Article{Blesch.2021,
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@Article{Niehans.1948,
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@report{EuropeanCommission.2017,
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@report{SAPEA.2019,
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@techreport{Renn.2019,
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@book{Christie.2011,
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