Statistical Learning from a Regression Perspective

This textbook considers statistical learning applications when interest centers on the conditional distribution of the response variable, given a set of predictors, and when it is important to characterize how the predictors are related to the response. 

This fully revised new edition includes important developments over the past 8 years. Consistent with modern data analytics, it emphasizes that a ...