Trevor Hastie

Research interests

Publications

• The Elements of Statistical Learning: Data Mining, Inference, and Prediction

  Journal · 2013 · https://doi.org/10.1007/978-0-387-84858-7

• Regularization Paths for Generalized Linear Models via Coordinate Descent

  Journal of Statistical Software · 2010 · https://doi.org/10.18637/jss.v033.i01

• The Elements of Statistical Learning

  Springer series in statistics · 2009 · https://doi.org/10.1007/978-0-387-84858-7

• Regularization and Variable Selection Via the Elastic Net

  Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2005 · https://doi.org/10.1111/j.1467-9868.2005.00503.x

• The Elements of Statistical Learning

  Springer series in statistics · 2001 · https://doi.org/10.1007/978-0-387-21606-5

Current projects

No projects listed.