The Elements of
Statistical Learning:

Data Mining, Inference, and Prediction.

Second Edition


February 2009

Trevor Hastie

Robert Tibshirani

Jerome Friedman

 

What's new in the 2nd edition?


Download the book PDF (corrected 12th printing Jan 2017)


Please note: as of 2022 the references in the book to www-stat.stanford.edu/ElemStatLearn should be changed to hastie.su.domains/ElemStatLearn

"... a beautiful book".   David Hand, Biometrics 2002

"An important contribution that will become a classic"   Michael Chernick, Amazon 2001