The Elements Of Statistical Learning Apr 2026

: Methods for prediction, including linear regression, classification trees, Neural Networks , Support Vector Machines (SVM) , and Boosting .

: Developed Generalized Additive Models ; Tibshirani is the creator of the Lasso . The Elements of Statistical Learning

: Co-inventor of CART (Classification and Regression Trees) , MARS, and Gradient Boosting . Purchase Options : Methods for prediction