- "Causal Inference in R" — Barrett, D'Agostino McGowan & Gerke
Book: https://www.r-causal.org/
GitHub: https://github.com/r-causal/causal-inference-in-R
This is a full book, tidyverse-style, loosely structured around What If
2. R code companions to What If on GitHub
These are code repos (not lecture notes per se), but directly replicate the book's programs in R:
https://github.com/maj-biostat/hernan-causal-inference — R & Stata, organized by chapter; Joy Shi & Sean McGrath contributed R code
https://github.com/malcolmbarrett/causal_inference_notebook — Malcolm Barrett's chapter notebooks
https://github.com/ehsanx/causal — Ehsan Karim's R examples from the book
Book: https://www.r-causal.org/
GitHub: https://github.com/r-causal/causal-inference-in-R
This is a full book, tidyverse-style, loosely structured around What If
2. R code companions to What If on GitHub
These are code repos (not lecture notes per se), but directly replicate the book's programs in R:
https://github.com/maj-biostat/hernan-causal-inference — R & Stata, organized by chapter; Joy Shi & Sean McGrath contributed R code
https://github.com/malcolmbarrett/causal_inference_notebook — Malcolm Barrett's chapter notebooks
https://github.com/ehsanx/causal — Ehsan Karim's R examples from the book