bookmark collection
other
interesting links i’ve collected along the way
A collection of interesting links featuring open-access books, tutorials, and articles on data analysis, data visualization, and reproducible workflow.
R+
- Big Book of R by Oscar Baruffa.
- R for Data Science by Hadley Wickham and Garrett Grolemund.
- R Packages by Hadley Wickham and Jenny Bryan.
Git and GitHub
- Happy Git with R by Jenny Bryan.
- Notes on Git and GitHub by Daniel Czarnievicz.
Bayesian data analysis
- Doing Bayesian Data Analysis by John Kruschke.
- (Re)Doing Bayesain Data Analysis by R Pruim.
- Doing Bayesian Data Analysis in brms and the tidyverse by A Solomon Kurz.
- (Re)Doing Bayesain Data Analysis by R Pruim.
- Statistical Rethinking by Richard McElreath.
- Statistical rethinking with brms, ggplot2, and the tidyverse by A Solomon Kurz.
Data visualization
- Fundamentals of Data Visualization by Claus O. Wilke.
- Data Visualization by Kieran Healy.
Reproducible reports
- Reproducible Research Tutorial Series and YouTube channel by Riffomonas.
- initial steps toward reproducible research by Karl Broman.
Other
- Write your CV with R Pagedown by Anabelle Laurent.
- Creating your personal website using Quarto by Sam Shanny-Csik.
- Write your dissertation in Rmarkdown by Anna Chirumbolo.
- Coding Club
- Hemingway Editor
- download csl file