Welcome to the GitHub repository for a full-day advanced workshop on causal
inference and Targeted Learning with the tlverse software ecosystem. This
repository contains the full set of lesson materials for this workshop, offered
at the 2022 American Causal Inference
Conference. These teaching
materials are adapted from a draft of the forthcoming book Targeted Learning
in R: Causal Data Science with the tlverse Software
Ecosystem, by Mark van der Laan, Jeremy
Coyle, Nima Hejazi, Ivana Malenica, Rachael Phillips, and Alan Hubbard. The
unabridged book is freely available; its
source materials may be found in the corresponding public GitHub
repository.
The workshop materials are automatically built and deployed using Binder, which supports using R and RStudio, with libraries pinned to a specific snapshot on MRAN. An RStudio session, pre-loaded with all the materials, is available via the "launch binder" button at the top of this page.