MY PUBLICATIONS
  Books
  Papers - 2015
  Papers - 2014
  Papers - 2013
  Papers - 2012
  Papers - 2011
  Papers - 2010
  Papers - 2009
  Papers - 2008
  Papers - 2007
  Papers - 2006
  Papers - 2005
  Papers - 2004
  Papers - 2003
  Papers - 2002
  Papers - 2001
  Papers - 2000
  Papers - 1999
  Papers - 1998
  Papers - 1997
  Papers - 1996
  Papers - 1995
  Papers - 1994
  Papers - 1993
  Papers - 1992
  Papers - 1991
  Papers - 1990
  Papers - 1987
  Papers - 1986
  Thesis - 1984


BOOKS  


Computer Age Statistical Inference:Algorithms, Evidence and Data Science
by Bradley Efron and Trevor Hastie (August 2016)
Book Homepage


Statistical Learning with Sparsity: the Lasso and Generalizations
by Trevor Hastie, Robert Tibshirani and Martin Wainwright (May 2015)
Book Homepage
pdf (10.5Mb, corrected online)


An Introduction to Statistical Learning with Applications in R
by Gareth James, Daniela Witten, Trevor Hastie and Robert Tibshirani (June 2013)
Book Homepage
pdf (9.4Mb, 6th corrected printing)


The Elements of Statistical Learning: Data Mining, Inference, and Prediction (Second Edition)
by Trevor Hastie, Robert Tibshirani and Jerome Friedman (2009)
Book Homepage
pdf (13Mb, correct. 11th print)



The Elements of Statistical Learning: Data Mining, Inference, and Prediction
by Trevor Hastie, Robert Tibshirani and Jerome Friedman (2001)
Book Homepage


Generalized Additive Models
by Trevor Hastie and Robert Tibshirani (1990)


Statistical Models in S
edited by John Chambers and Trevor Hastie (1991)

PAPERS  

The research reported here was partially supported by grants from the National Science Foundation and the National Institutes of Health.
For medical papers see also