Here is a list of helpful resources for CTML research beyond peer-reviewed publications.
Resources for Targeted Learning
- https://tlverse.org/tlverse-handbook/
- https://www.khstats.com/blog/tmle/tutorial
- https://grf-labs.github.io/grf/articles/grf_guide.html
Resources for R
- dplyr and tidyr cheat sheet
- ggplot cheat sheet
- data table cheat sheet
- RMarkdown cheat sheet
- Hadley Wickham's R Style Guide
- Jade's R-for-epi course
- Tidy Eval in 5 Minutes (video)
- Tidy Evaluation (e-book)
- Data Frame Columns as Arguments to Dplyr Functions (blog)
- Standard Evaluation for *_join (stackoverflow)
- Programming with dplyr (package vignette)
Resources for Git & Github
Scientific figures
Writing
- Tips on how to write a great science paper
- ICMJE Definition of authorship
- Nature article on elements of style for scientific writing