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<title>References | Decision Modeling with Spreadsheets</title>
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<div class="book without-animation with-summary font-size-2 font-family-1" data-basepath=".">
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<ul class="summary">
<li><a href="./">Decision Modeling with Spreadsheets</a></li>
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<li class="chapter" data-level="" data-path="index.html"><a href="index.html"><i class="fa fa-check"></i>Prerequisites</a></li>
<li class="chapter" data-level="" data-path="part-1-spreadsheet-engineering.html"><a href="part-1-spreadsheet-engineering.html"><i class="fa fa-check"></i>Part 1 – Spreadsheet Engineering</a></li>
<li class="chapter" data-level="1" data-path="spreadsheet1.html"><a href="spreadsheet1.html"><i class="fa fa-check"></i><b>1</b> Tortuous Pie-making in the Sky</a><ul>
<li class="chapter" data-level="1.1" data-path="spreadsheet1.html"><a href="spreadsheet1.html#spreadsheets-really"><i class="fa fa-check"></i><b>1.1</b> Spreadsheets? Really?</a></li>
<li class="chapter" data-level="1.2" data-path="spreadsheet1.html"><a href="spreadsheet1.html#questions-questions"><i class="fa fa-check"></i><b>1.2</b> Questions, questions</a></li>
<li class="chapter" data-level="1.3" data-path="spreadsheet1.html"><a href="spreadsheet1.html#count-the-errors-of-our-ways"><i class="fa fa-check"></i><b>1.3</b> Count the errors of our ways</a></li>
<li class="chapter" data-level="1.4" data-path="spreadsheet1.html"><a href="spreadsheet1.html#prevailing-recommended-practices"><i class="fa fa-check"></i><b>1.4</b> Prevailing recommended practices</a><ul>
<li class="chapter" data-level="1.4.1" data-path="spreadsheet1.html"><a href="spreadsheet1.html#do-not-ever-do-this"><i class="fa fa-check"></i><b>1.4.1</b> Do not ever do this</a></li>
<li class="chapter" data-level="1.4.2" data-path="spreadsheet1.html"><a href="spreadsheet1.html#instead-practice-these"><i class="fa fa-check"></i><b>1.4.2</b> Instead practice these</a></li>
</ul></li>
<li class="chapter" data-level="1.5" data-path="spreadsheet1.html"><a href="spreadsheet1.html#pie-in-the-sky"><i class="fa fa-check"></i><b>1.5</b> Pie-in-the-Sky</a></li>
<li class="chapter" data-level="1.6" data-path="spreadsheet1.html"><a href="spreadsheet1.html#wheres-the-paper-and-pencils"><i class="fa fa-check"></i><b>1.6</b> Where’s the paper and pencils?</a></li>
<li class="chapter" data-level="1.7" data-path="spreadsheet1.html"><a href="spreadsheet1.html#cost-and-volume"><i class="fa fa-check"></i><b>1.7</b> Cost and volume</a></li>
<li class="chapter" data-level="1.8" data-path="spreadsheet1.html"><a href="spreadsheet1.html#demand-analysis"><i class="fa fa-check"></i><b>1.8</b> Demand analysis</a></li>
<li class="chapter" data-level="1.9" data-path="spreadsheet1.html"><a href="spreadsheet1.html#weekly-profit"><i class="fa fa-check"></i><b>1.9</b> Weekly profit</a></li>
<li class="chapter" data-level="1.10" data-path="spreadsheet1.html"><a href="spreadsheet1.html#profit-sensitivity-to-price"><i class="fa fa-check"></i><b>1.10</b> Profit sensitivity to price</a></li>
<li class="chapter" data-level="1.11" data-path="spreadsheet1.html"><a href="spreadsheet1.html#lo-and-behold"><i class="fa fa-check"></i><b>1.11</b> Lo and behold</a></li>
<li class="chapter" data-level="1.12" data-path="spreadsheet1.html"><a href="spreadsheet1.html#references-and-endnotes"><i class="fa fa-check"></i><b>1.12</b> References and endnotes</a></li>
</ul></li>
<li class="chapter" data-level="2" data-path="chaotic-pie-making-in-the-sky.html"><a href="chaotic-pie-making-in-the-sky.html"><i class="fa fa-check"></i><b>2</b> Chaotic Pie-making in the Sky"</a><ul>
<li class="chapter" data-level="2.1" data-path="chaotic-pie-making-in-the-sky.html"><a href="chaotic-pie-making-in-the-sky.html#how-many"><i class="fa fa-check"></i><b>2.1</b> How many?</a></li>
<li class="chapter" data-level="2.2" data-path="chaotic-pie-making-in-the-sky.html"><a href="chaotic-pie-making-in-the-sky.html#whats-new"><i class="fa fa-check"></i><b>2.2</b> What’s new?</a><ul>
<li class="chapter" data-level="2.2.1" data-path="chaotic-pie-making-in-the-sky.html"><a href="chaotic-pie-making-in-the-sky.html#the-costs-they-are-a-changing"><i class="fa fa-check"></i><b>2.2.1</b> The costs they are a-changing</a></li>
<li class="chapter" data-level="2.2.2" data-path="chaotic-pie-making-in-the-sky.html"><a href="chaotic-pie-making-in-the-sky.html#demand-takes-a-step-back"><i class="fa fa-check"></i><b>2.2.2</b> Demand takes a step back</a></li>
<li class="chapter" data-level="2.2.3" data-path="chaotic-pie-making-in-the-sky.html"><a href="chaotic-pie-making-in-the-sky.html#a-new-profit-dawning"><i class="fa fa-check"></i><b>2.2.3</b> A new profit dawning</a></li>
</ul></li>
<li class="chapter" data-level="2.3" data-path="chaotic-pie-making-in-the-sky.html"><a href="chaotic-pie-making-in-the-sky.html#an-algebra-of-pie"><i class="fa fa-check"></i><b>2.3</b> An algebra of pie</a><ul>
<li class="chapter" data-level="2.3.1" data-path="chaotic-pie-making-in-the-sky.html"><a href="chaotic-pie-making-in-the-sky.html#a-little-lite-algebra"><i class="fa fa-check"></i><b>2.3.1</b> A little lite algebra</a></li>
<li class="chapter" data-level="2.3.2" data-path="chaotic-pie-making-in-the-sky.html"><a href="chaotic-pie-making-in-the-sky.html#pvs-last-stand"><i class="fa fa-check"></i><b>2.3.2</b> PV’s last stand</a></li>
<li class="chapter" data-level="2.3.3" data-path="chaotic-pie-making-in-the-sky.html"><a href="chaotic-pie-making-in-the-sky.html#the-model-in-the-mist"><i class="fa fa-check"></i><b>2.3.3</b> The model in the mist</a></li>
<li class="chapter" data-level="2.3.4" data-path="chaotic-pie-making-in-the-sky.html"><a href="chaotic-pie-making-in-the-sky.html#how-sensitive"><i class="fa fa-check"></i><b>2.3.4</b> How sensitive?</a></li>
<li class="chapter" data-level="2.3.5" data-path="chaotic-pie-making-in-the-sky.html"><a href="chaotic-pie-making-in-the-sky.html#one-way-or-the-other"><i class="fa fa-check"></i><b>2.3.5</b> One way or the other</a></li>
</ul></li>
<li class="chapter" data-level="2.4" data-path="chaotic-pie-making-in-the-sky.html"><a href="chaotic-pie-making-in-the-sky.html#lo-and-behold-yet-again"><i class="fa fa-check"></i><b>2.4</b> Lo and behold yet again</a></li>
<li class="chapter" data-level="2.5" data-path="spreadsheet1.html"><a href="spreadsheet1.html#references-and-endnotes"><i class="fa fa-check"></i><b>2.5</b> References and endnotes</a></li>
</ul></li>
<li class="chapter" data-level="3" data-path="case-salmerón-solar-systems-llc.html"><a href="case-salmerón-solar-systems-llc.html"><i class="fa fa-check"></i><b>3</b> Case: Salmerón Solar Systems LLC</a><ul>
<li class="chapter" data-level="3.1" data-path="case-salmerón-solar-systems-llc.html"><a href="case-salmerón-solar-systems-llc.html#photovoltaic-systems"><i class="fa fa-check"></i><b>3.1</b> Photovoltaic systems</a></li>
<li class="chapter" data-level="3.2" data-path="case-salmerón-solar-systems-llc.html"><a href="case-salmerón-solar-systems-llc.html#the-particulars"><i class="fa fa-check"></i><b>3.2</b> The particulars</a></li>
<li class="chapter" data-level="3.3" data-path="case-salmerón-solar-systems-llc.html"><a href="case-salmerón-solar-systems-llc.html#some-definitions-are-in-order"><i class="fa fa-check"></i><b>3.3</b> Some definitions are in order</a></li>
<li class="chapter" data-level="3.4" data-path="case-salmerón-solar-systems-llc.html"><a href="case-salmerón-solar-systems-llc.html#requirements"><i class="fa fa-check"></i><b>3.4</b> Requirements</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="part-2-optimization.html"><a href="part-2-optimization.html"><i class="fa fa-check"></i>Part 2 – Optimization</a></li>
<li class="chapter" data-level="4" data-path="bringing-pie-to-earth.html"><a href="bringing-pie-to-earth.html"><i class="fa fa-check"></i><b>4</b> Bringing Pie to Earth</a><ul>
<li class="chapter" data-level="4.1" data-path="bringing-pie-to-earth.html"><a href="bringing-pie-to-earth.html#it-all-started-here"><i class="fa fa-check"></i><b>4.1</b> It all started here</a></li>
<li class="chapter" data-level="4.2" data-path="bringing-pie-to-earth.html"><a href="bringing-pie-to-earth.html#from-humble-beginnings"><i class="fa fa-check"></i><b>4.2</b> From humble beginnings</a><ul>
<li class="chapter" data-level="4.2.1" data-path="bringing-pie-to-earth.html"><a href="bringing-pie-to-earth.html#decisions-decisions"><i class="fa fa-check"></i><b>4.2.1</b> 1. Decisions, decisions</a></li>
<li class="chapter" data-level="4.2.2" data-path="bringing-pie-to-earth.html"><a href="bringing-pie-to-earth.html#resources-they-are-aconstraining"><i class="fa fa-check"></i><b>4.2.2</b> 2. Resources they are a’constraining</a></li>
<li class="chapter" data-level="4.2.3" data-path="bringing-pie-to-earth.html"><a href="bringing-pie-to-earth.html#not-without-constraint"><i class="fa fa-check"></i><b>4.2.3</b> 3. Not without constraint</a></li>
<li class="chapter" data-level="4.2.4" data-path="bringing-pie-to-earth.html"><a href="bringing-pie-to-earth.html#let-us-eat-pie"><i class="fa fa-check"></i><b>4.2.4</b> Let us eat pie</a></li>
</ul></li>
<li class="chapter" data-level="4.3" data-path="bringing-pie-to-earth.html"><a href="bringing-pie-to-earth.html#an-easier-way"><i class="fa fa-check"></i><b>4.3</b> An easier way?</a></li>
</ul></li>
<li class="chapter" data-level="5" data-path="expanding-horizons.html"><a href="expanding-horizons.html"><i class="fa fa-check"></i><b>5</b> Expanding horizons</a><ul>
<li class="chapter" data-level="5.1" data-path="expanding-horizons.html"><a href="expanding-horizons.html#didos-bullhide"><i class="fa fa-check"></i><b>5.1</b> Dido’s bullhide</a></li>
<li class="chapter" data-level="5.2" data-path="expanding-horizons.html"><a href="expanding-horizons.html#making-dough"><i class="fa fa-check"></i><b>5.2</b> Making dough</a><ul>
<li class="chapter" data-level="5.2.1" data-path="expanding-horizons.html"><a href="expanding-horizons.html#model-me-an-eoq"><i class="fa fa-check"></i><b>5.2.1</b> Model me an EOQ</a></li>
<li class="chapter" data-level="5.2.2" data-path="expanding-horizons.html"><a href="expanding-horizons.html#implementing-the-simple-eoq"><i class="fa fa-check"></i><b>5.2.2</b> Implementing the simple EOQ</a></li>
<li class="chapter" data-level="5.2.3" data-path="expanding-horizons.html"><a href="expanding-horizons.html#life-constrains-our-simple-model"><i class="fa fa-check"></i><b>5.2.3</b> Life constrains our simple model</a></li>
</ul></li>
<li class="chapter" data-level="5.3" data-path="expanding-horizons.html"><a href="expanding-horizons.html#back-to-the-future"><i class="fa fa-check"></i><b>5.3</b> Back to the future</a><ul>
<li class="chapter" data-level="5.3.1" data-path="expanding-horizons.html"><a href="expanding-horizons.html#bottom-line-up-front"><i class="fa fa-check"></i><b>5.3.1</b> Bottom line up front</a></li>
<li class="chapter" data-level="5.3.2" data-path="expanding-horizons.html"><a href="expanding-horizons.html#tighter-and-tighter"><i class="fa fa-check"></i><b>5.3.2</b> Tighter, and tighter</a></li>
<li class="chapter" data-level="5.3.3" data-path="expanding-horizons.html"><a href="expanding-horizons.html#implementing-the-model"><i class="fa fa-check"></i><b>5.3.3</b> Implementing the model</a></li>
<li class="chapter" data-level="5.3.4" data-path="expanding-horizons.html"><a href="expanding-horizons.html#a-revised-rendering"><i class="fa fa-check"></i><b>5.3.4</b> A revised rendering</a></li>
</ul></li>
<li class="chapter" data-level="5.4" data-path="expanding-horizons.html"><a href="expanding-horizons.html#next-steps"><i class="fa fa-check"></i><b>5.4</b> Next steps?</a></li>
<li class="chapter" data-level="5.5" data-path="spreadsheet1.html"><a href="spreadsheet1.html#references-and-endnotes"><i class="fa fa-check"></i><b>5.5</b> References and endnotes</a></li>
</ul></li>
<li class="chapter" data-level="6" data-path="case-pricing-production-at-make-a-pie.html"><a href="case-pricing-production-at-make-a-pie.html"><i class="fa fa-check"></i><b>6</b> Case: Pricing Production at Make-A-Pie</a><ul>
<li class="chapter" data-level="6.1" data-path="case-pricing-production-at-make-a-pie.html"><a href="case-pricing-production-at-make-a-pie.html#front-matter"><i class="fa fa-check"></i><b>6.1</b> Front matter</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="part-3-simulation.html"><a href="part-3-simulation.html"><i class="fa fa-check"></i>Part 3 – Simulation</a></li>
<li class="chapter" data-level="7" data-path="waiting-for-the-simulation.html"><a href="waiting-for-the-simulation.html"><i class="fa fa-check"></i><b>7</b> Waiting for the Simulation</a><ul>
<li class="chapter" data-level="7.1" data-path="waiting-for-the-simulation.html"><a href="waiting-for-the-simulation.html#a-story-of-chance"><i class="fa fa-check"></i><b>7.1</b> A story of chance</a></li>
<li class="chapter" data-level="7.2" data-path="waiting-for-the-simulation.html"><a href="waiting-for-the-simulation.html#a-piece-of-pie-please"><i class="fa fa-check"></i><b>7.2</b> A piece of pie, please</a></li>
<li class="chapter" data-level="7.3" data-path="waiting-for-the-simulation.html"><a href="waiting-for-the-simulation.html#a-brief-interlude-with-cholesky"><i class="fa fa-check"></i><b>7.3</b> A brief interlude with Cholesky</a></li>
<li class="chapter" data-level="7.4" data-path="waiting-for-the-simulation.html"><a href="waiting-for-the-simulation.html#solution"><i class="fa fa-check"></i><b>7.4</b> Solution</a></li>
<li class="chapter" data-level="7.5" data-path="waiting-for-the-simulation.html"><a href="waiting-for-the-simulation.html#now-we-can-simulate"><i class="fa fa-check"></i><b>7.5</b> Now we can simulate</a><ul>
<li class="chapter" data-level="7.5.1" data-path="waiting-for-the-simulation.html"><a href="waiting-for-the-simulation.html#excel-or-bust"><i class="fa fa-check"></i><b>7.5.1</b> Excel or bust!</a></li>
</ul></li>
<li class="chapter" data-level="7.6" data-path="waiting-for-the-simulation.html"><a href="waiting-for-the-simulation.html#back-to-the-eatery-robot"><i class="fa fa-check"></i><b>7.6</b> Back to the eatery robot</a><ul>
<li class="chapter" data-level="7.6.1" data-path="waiting-for-the-simulation.html"><a href="waiting-for-the-simulation.html#the-main-course"><i class="fa fa-check"></i><b>7.6.1</b> The main course</a></li>
<li class="chapter" data-level="7.6.2" data-path="waiting-for-the-simulation.html"><a href="waiting-for-the-simulation.html#exploring-wait-times"><i class="fa fa-check"></i><b>7.6.2</b> Exploring wait times</a></li>
</ul></li>
<li class="chapter" data-level="7.7" data-path="waiting-for-the-simulation.html"><a href="waiting-for-the-simulation.html#any-next-steps"><i class="fa fa-check"></i><b>7.7</b> Any next steps?</a></li>
<li class="chapter" data-level="7.8" data-path="spreadsheet1.html"><a href="spreadsheet1.html#references-and-endnotes"><i class="fa fa-check"></i><b>7.8</b> References and endnotes</a></li>
</ul></li>
<li class="chapter" data-level="8" data-path="the-outer-limits.html"><a href="the-outer-limits.html"><i class="fa fa-check"></i><b>8</b> The Outer Limits</a><ul>
<li class="chapter" data-level="8.1" data-path="the-outer-limits.html"><a href="the-outer-limits.html#tales-of-tails"><i class="fa fa-check"></i><b>8.1</b> Tales of tails</a></li>
<li class="chapter" data-level="8.2" data-path="the-outer-limits.html"><a href="the-outer-limits.html#it-always-starts-with-data"><i class="fa fa-check"></i><b>8.2</b> It always starts with data</a></li>
<li class="chapter" data-level="8.3" data-path="the-outer-limits.html"><a href="the-outer-limits.html#a-distribution-to-remember"><i class="fa fa-check"></i><b>8.3</b> A distribution to remember</a></li>
<li class="chapter" data-level="8.4" data-path="the-outer-limits.html"><a href="the-outer-limits.html#what-does-it-all-mean-so-far"><i class="fa fa-check"></i><b>8.4</b> What does it all mean, so far?</a></li>
<li class="chapter" data-level="8.5" data-path="the-outer-limits.html"><a href="the-outer-limits.html#the-joints-ajumpin"><i class="fa fa-check"></i><b>8.5</b> The joint’s ajumpin’</a></li>
<li class="chapter" data-level="8.6" data-path="the-outer-limits.html"><a href="the-outer-limits.html#a-sinking-feeling"><i class="fa fa-check"></i><b>8.6</b> A sinking feeling?</a></li>
<li class="chapter" data-level="8.7" data-path="the-outer-limits.html"><a href="the-outer-limits.html#simuluate-and-stimulate"><i class="fa fa-check"></i><b>8.7</b> Simuluate and stimulate</a></li>
<li class="chapter" data-level="8.8" data-path="the-outer-limits.html"><a href="the-outer-limits.html#finally-exhaustively-where-are-the-results"><i class="fa fa-check"></i><b>8.8</b> Finally, exhaustively, where are the results?</a></li>
<li class="chapter" data-level="8.9" data-path="spreadsheet1.html"><a href="spreadsheet1.html#references-and-endnotes"><i class="fa fa-check"></i><b>8.9</b> References and endnotes</a></li>
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<li class="chapter" data-level="9" data-path="case-forecasting-workers-compensation-claims.html"><a href="case-forecasting-workers-compensation-claims.html"><i class="fa fa-check"></i><b>9</b> Case: Forecasting Workers Compensation Claims</a><ul>
<li class="chapter" data-level="9.1" data-path="case-forecasting-workers-compensation-claims.html"><a href="case-forecasting-workers-compensation-claims.html#some-background"><i class="fa fa-check"></i><b>9.1</b> Some background</a></li>
<li class="chapter" data-level="9.2" data-path="case-forecasting-workers-compensation-claims.html"><a href="case-forecasting-workers-compensation-claims.html#the-ask"><i class="fa fa-check"></i><b>9.2</b> The ask</a></li>
<li class="chapter" data-level="9.3" data-path="case-forecasting-workers-compensation-claims.html"><a href="case-forecasting-workers-compensation-claims.html#some-requirements"><i class="fa fa-check"></i><b>9.3</b> Some requirements</a></li>
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<li class="chapter" data-level="" data-path="references.html"><a href="references.html"><i class="fa fa-check"></i>References</a></li>
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<li><a href="https://github.com/wgfoote/book-decision-modeling" target="blank">Published with bookdown</a></li>
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<p>Dantzig, George B. 1949. “Programming of Interdependent Activities: II Mathematical Model.” <em>Econometrica</em> 17 (3/4): 200–211. <a href="http://www.jstor.org/stable/1905523">http://www.jstor.org/stable/1905523</a>.</p>
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<p>Hamilton, Robert. 1777. <em>Introduction to Merchandize</em>. <a href="https://ia800309.us.archive.org/6/items/anintroductiont00hamigoog/anintroductiont00hamigoog.pdf">https://ia800309.us.archive.org/6/items/anintroductiont00hamigoog/anintroductiont00hamigoog.pdf</a>.</p>
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<p>Harris, Ford W. 1913. “How Many Parts to Make at Once.” <em>Factory, the Magazine of Management</em> 10 (2): 135–36, 152.</p>
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<p>Labelle, A., André Langevin, and James Campbell. 2002. “Sector Design for Snow Removal and Disposal in Urban Areas.” <em>Socio-Economic Planning Sciences</em> 36 (February): 183–202. <a href="https://doi.org/10.1016/S0038-0121(01)00024-6">https://doi.org/10.1016/S0038-0121(01)00024-6</a>.</p>
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<p>Mūsā al-Khwārizmī, Muḥammad ibn. 1881. <em>The Compendious Book on Calculation by Completion and Balancing, Translated as Algebra of Mohammed Ben Musa by Frederic Rosen</em>. <a href="https://www.wilbourhall.org/pdfs/The_Algebra_of_Mohammed_Ben_Musa2.pdf">https://www.wilbourhall.org/pdfs/The_Algebra_of_Mohammed_Ben_Musa2.pdf</a>.</p>
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<p>Taleb, Nassim Nicholas. 2019. “How Much Data Do You Need? An Operational, Pre-Asymptotic Metric for Fat-Tailedness.” <em>International Journal of Forecasting</em> 35 (2): 677–86. <a href="https://doi.org/https://doi.org/10.1016/j.ijforecast.2018.10.003">https://doi.org/https://doi.org/10.1016/j.ijforecast.2018.10.003</a>.</p>
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<p>Thomas Haigh, Crispin Rope, Mark Priestley. 2014. “Los Alamos Bets on Eniac: Nuclear Monte Carlo Simulations, 1947–1948.” <em>IEEE Annals of the History of Computing</em>, nos. July-August.</p>
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<div>
<p>Tukey, John. 1977. <em>Exploratory Data Analysis</em>. <a href="https://archive.org/details/exploratorydataa0000tuke_7616">https://archive.org/details/exploratorydataa0000tuke_7616</a>.</p>
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<p>WInston, Wayne L. 2019. <em>Microsoft Excel 2019: Data Analysis and Business Modeling, 6th Edition</em>. Microsoft Press.</p>
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