https://github.com/tlverse/tlverse-handbook

🎯 :closed_book: Targeted Learning in R: A Causal Data Science Handbook
https://github.com/tlverse/tlverse-handbook

biostatistics causal-data-science causal-inference causal-machine-learning data-science machine-learning statistics targeted-learning tlverse

Last synced: about 1 month ago
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🎯 :closed_book: Targeted Learning in R: A Causal Data Science Handbook

• Host: GitHub
• URL: https://github.com/tlverse/tlverse-handbook
• Owner: tlverse
• License: cc-by-4.0
• Created: 2019-03-23T05:37:37.000Z (almost 6 years ago)
• Default Branch: master
• Last Pushed: 2024-09-16T00:01:09.000Z (3 months ago)
• Last Synced: 2024-09-16T01:35:14.016Z (3 months ago)
• Topics: biostatistics, causal-data-science, causal-inference, causal-machine-learning, data-science, machine-learning, statistics, targeted-learning, tlverse
• Language: TeX
• Homepage: https://tlverse.org/tlverse-handbook
• Size: 55.9 MB
• Stars: 57
• Watchers: 5
• Forks: 17
• Open Issues: 10
• Metadata Files:
  • Readme: README.md
  • License: LICENSE.md

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README

        
# The `tlverse` handbook [![Booklet](https://github.com/tlverse/tlverse-handbook/actions/workflows/bookdown.yml/badge.svg)](https://github.com/tlverse/tlverse-handbook/actions/workflows/bookdown.yml)

Welcome to the GitHub repository for drafts of [**Targeted Learning in `R`:

A Causal Data Science Handbook**](http://tlverse.org/tlverse-handbook), by Mark

van der Laan, Jeremy Coyle, Nima Hejazi, Ivana Malenica, Rachael Phillips, and

Alan Hubbard. This draft is work-in-progress and updates are made available

frequently. The draft has been made publicly available in order to solicit

feedback (and errata) transparently from the interested community. The book is

built using RStudio's

[`bookdown`](https://www.rstudio.com/resources/webinars/introducing-bookdown/)

`R` package; see [bookdown.org](https://bookdown.org/) for more information on

how to use `bookdown`. The online book is automatically built and deployed via

[GitHub Actions](https://github.com/features/actions) and served to

https://tlverse.org/tlverse-handbook by [GitHub

Pages](https://pages.github.com/).