# Free Statistics Books

## Statistics Books

- An Introduction to Statistical Learning (application based) by Trevor Hastie, et al.
- The Elements of Statistical Learning (math based) by Trevor Hastie, et al.
- Statistical Learning with Sparsity: The Lasso and Generalizations by Trevor Hastie, et al.
- Multivariate Statistics with R by Paul J. Hewson
- A First Course in Design and Analysis of Experiments by Gary W. Oehlert
- Mining of Massive Datasets by Jure Leskovec, et al.
- Advanced Data Analysis from an Elementary Point of View by Cosma Rohilla Shalizi

## R Programming Books

- The R Inferno by Patrick Burns
- Advanced R by Hadley Wickham
- R Packages by Hadley Wickham
- R for Data Science by Hadley Wickham and Garrett Grolemund
- Other books related to R
- Various contributed documentation

### Official R Manuals

- An Introduction to R
- R FAQ
- R Installation and Administration
- R Data Import/Export
- Writing R Extensions
- R Internals
- R Language Definition

## Python Programming Books

- Think Python by Allen Downey
- Think Complexity by Allen Downey
- Learn Python the Hard Way by Zed Shaw
- Think Stats: Exploratory Data Analysis in Python by Allen Downey

Published: 2014-01-03

Last Updated: 2021-05-11

Last Updated: 2021-05-11