The elements of statistical learning. Data mining, inference, and prediction

zbMath0973.62007MaRDI QIDQ5943421

Trevor Hastie, Robert Tibshirani, Jerome H. Friedman

Publication date: 23 September 2001

Published in: Springer Series in Statistics (Search for Journal in Brave)

zbMATH Keywords

classificationmodel inferenceStatistical Decision Theorysupervised and unsupervised learning

Mathematics Subject Classification ID

Introductory exposition (textbooks, tutorial papers, etc.) pertaining to statistics (62-01) Learning and adaptive systems in artificial intelligence (68T05) Statistical decision theory (62C99) Artificial intelligence (68T99)

Uses Software

• S-PLUS