Trevor Hastie

The Elements of Statistical Learning

The Elements of Statistical Learning

Regularization and Variable Selection Via the Elastic Net

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

Regularization Paths for Generalized Linear Models via Coordinate Descent

Regularization Paths for Generalized Linear Models via Coordinate Descent.

An Introduction to Statistical Learning

Gene expression patterns of breast carcinomas distinguish tumor subclasses with clinical implications

Least angle regression

Generalized Additive Models.

Additive logistic regression: a statistical view of boosting (With discussion and a rejoinder by the authors)

A statistical explanation of MaxEnt for ecologists