/enar2021-workshop

Workshop materials for "Targeted Learning in the tlverse: Causal Inference Meets Machine Learning" at the 2021 Spring Meeting of the Eastern North American Region (ENAR) of the International Biometric Society

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tlverse workshop at ENAR 2021 Booklet Binder

Welcome to the GitHub repository accompanying a full-day workshop on Targeted Learning and the tlverse software ecosystem, given (virtually) at the ENAR 2021 Spring Meeting on Sunday, March 14, 2021. 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, and 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 on this page; however, we recommend that you install the required R packages (e.g., via the included install.R script) and run all examples locally.