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Materials for the workshop "Targeted Learning in the tlverse: Techniques and Tools for Causal Machine Learning" at the 2023 Joint Statistical Meetings (JSM) Conference

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JSM 2023 Targeted Learning Workshop Booklet Binder

Welcome to the GitHub repository for a full-day introductory workshop on Targeted Learning with the tlverse software ecosystem.

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.

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Materials for the workshop "Targeted Learning in the tlverse: Techniques and Tools for Causal Machine Learning" at the 2023 Joint Statistical Meetings (JSM) Conference

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