Online Books by
Trevor Hastie
A Wikipedia article about this author is available.
Hastie, Trevor: Computer Age Statistical Inference: Algorithms, Evidence and Data Science (c2016), also by Bradley Efron (PDF with commentary at Stanford)
Hastie, Trevor: The Elements of Statistical Learning: Data Mining, Inference, and Prediction (second edition, 2009), also by Robert Tibshirani and J. H. Friedman (PDF with commentary at Stanford)
Hastie, Trevor: An Introduction to Statistical Learning, With Applications in R (corrected first edition and second edition; 2017 and 2021), also by Gareth James, Daniela Witten, and Robert Tibshirani (PDF with commentary at statlearning.com)
Hastie, Trevor: Statistical Learning With Sparsity: The Lasso and Generalizations (corrected online edition, 2016), also by Robert Tibshirani and Martin Wainwright (PDF with commentary at Stanford)
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