The Elements of Statistical Learning: Data Mining, Inference, and Prediction, 2nd edn

摘要

This second edition of this very successful book is a welcome update which should benefit both the rapidly growing user community and researchers who want to keep track of active recent developments and some hot topics in the growing area of statistical learning and data mining. When the book first appeared in 2002, it was a shock to see many techniques inspired from the computer science literature being embraced side by side with modern multivariate regression techniques, many of which were developed either by the third author, either individually or in collaboration with others, or the first two authors together.