Textbook

Required

• An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics) [2017 Edition]

Authors: Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani

Recommended

• Statistical Models: Theory and Practice [2009 Edition]

Author: David Freedman

• The Elements of Statistical Learning: Data Mining, Inference, and Prediction [2009 Edition]

Author: Trevor Hastie, Robert Tibshirani, Jerome Friedman