- R for Data Science, 2nd Ed. - Hadley Wickham, Mine Çetinkaya-Rundel, Garrett Grolemund - 2023 - Data science with R: import, transform, visualize, and model; free online.
- An Introduction to Statistical Learning with R - James, Witten, Hastie, Tibshirani, Taylor - 2021 - Statistical learning methods with R labs; free online.
- R in Action, 3rd Ed. - Robert I. Kabacoff - 2022 - Data analysis and graphics with R and Tidyverse; regression, hypothesis testing, time series.
- The Book of R - Tilman M. Davies - 2016 - A first course in R programming and statistics with hands-on exercises.
- Modern Statistics with R - Måns Thulin - 2021 - Data wrangling, inference, predictive modeling, and simulation; free online.