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Materials for the workshop "Targeted Machine Learning of the Causal Effects of Dynamic and Shift Interventions with the tlverse R Packages" at the 2022 American Causal Inference Conference

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ACIC 2022 tlverse Workshop Booklet Binder

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.

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Materials for the workshop "Targeted Machine Learning of the Causal Effects of Dynamic and Shift Interventions with the tlverse R Packages" at the 2022 American Causal Inference Conference

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