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causal-inference-visual-guides
A collection of visual guides to help applied scientists learn causal inference.steroids-trial-emulation
Tutorial for a target trial emulation with a time-varying exposure, time-dependent confounding, time-to-event outcome, and Sequentially Doubly Robust estimation (Hoffman et al. 2022).lmtp-tutorial
Corresponding code guide to the tutorial paper "Introducing longitudinal modified treatment policies: a unified framework for studying complex exposures" (Hoffman et al., 2023)swimmer-plots
Slides for my R/Medicine 2022 talk, "Making Swimmer Plots for Longitudinal Data using {ggplot}".khstats-quarto
Trials and tribulations of redoing KHstats website in Quarto.lida-comprisks
Code and synthetic data for the illustrative application of "Causal survival analysis under competing risks using longitudinal modified treatment policies" (Diaz, Hoffman, Hejazi 2022).Rproj-here-tutorial
Slides and interactive code for NYC R-Ladies June 2019 Lightning Talk and WCM Computing Club presentation.sl3-demo
A demo of the R package sl3 for R-Ladies NYC Sept. 2019 Meetuptmleplus
R functions to calculate effects from tmle, ltmle, survtmle, and SuperLearner fit objects.superlearning-wcm-cc
Presentation materials for WCM Computing Club talk.sixpack
core[lation] worksnack
R functions for robust SE reportingcedar
R functions to wrangle the Weill Cornell Medicine CEDAR ICU database.power_sims
The beginnings of a tutorial for building custom power simulations in R. Includes code for SLR power sim and presentation for WCM Biostatistics Computing Club.causal-club
Estimation code practice for WCM's Causal (Inference) Club 💛📙❤️uw-quarto-proj
Template for University of Washington classwork/projects.lmtp_comprisks
modifying nt-williams/lmtp for comp risksLove Open Source and this site? Check out how you can help us