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Columbia University
- https://www.nicholastwilliams.com
- @nickWillyamz
Highlights
- Pro
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mlr3superlearner Public
Super learner fitting and prediction using mlr3
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ife Public
S7 class (with Ops) for influence function based estimands
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lmtp Public
📦 Non-parametric Causal Effects Based on Modified Treatment Policies 🔮
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crumble Public
General targeted machine learning for modern causal mediation analysis
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codebreak Public
A light weight codebook framework for R
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cv Public
Forked from gboeing/cvCV in latex adapted from Dr. Geoff Boeing.
TeX UpdatedAug 29, 2024 -
lmtp-workshop Public
Workshop for LMTP at SER 2024
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HDmediation Public
Efficient, doubly-robust--and possibly transported--estimation of interventional (in)direct effects with high-dimensional mediators and mediator-outcome confounders.
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rxnorm Public
R interface to NLM RxNorm API to get drug names and class based on RxCUI
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lcm Public
Efficient and flexible causal mediation with longitudinal mediators, treatments, and confounders
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dcme Public
Mediation Effects with 2 Instrumental Variables
R GNU General Public License v3.0 UpdatedOct 24, 2023 -
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medoutcon Public
Forked from nhejazi/medoutcon📦 R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects
R Other UpdatedMay 22, 2023 -
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NDENIE-undermonotonicity Public
Forked from kararudolph/NDENIE-undermonotonicityR UpdatedOct 24, 2022 -
mlr3extralearners Public
Forked from mlr-org/mlr3extralearnersExtra learners for use in mlr3.
R UpdatedAug 30, 2022 -
covid-RCT-covar Public
Simulation study evaluating what variables should be included as covariates in analyses for COVID-19 RCTs
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adjrct Public
Doubly-Robust and Efficient Estimators for Survival and Ordinal Outcomes in RCTs Without Proportional Hazards or Odds Assumptions 💊
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broom Public
Forked from tidymodels/broomConvert statistical analysis objects from R into tidy format
R Other UpdatedJun 8, 2021