书目

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

  • 作者 Trevor Hastie;Robert Tibshirani;Jerome Friedman
  • 出版社 Springer
  • 出版时间 2008年12月
  • ISBN 9780387848570

内容简介

Duringthepastdecadetherehasbeenanexplosionincomputationandinformationtechnology.Withithavecomevastamountsofdatainavarietyoffieldssuchasmedicine,biology,finance,andmarketing.Thechallengeofunderstandingthesedatahasle

作者简介

TrevorHastie,RobertTibshirani,andJeromeFriedmanareprofessorsofstatisticsatStanfordUniversity.Theyareprominentresearchersinthisarea:HastieandTibshiranidevelopedgeneralizedadditivemodelsandwroteapopularbookofthattitle.Hastieco-developedmuchofthestatisticalmodelingsoftwareandenvironmentinR/S-PLUSandinventedprincipalcurvesandsurfaces.Tibshiraniproposedthelassoandisco-authoroftheverysuccessfulAnIntroductiontotheBootstrap.Friedmanistheco-inventorofmanydata-miningtoolsincludingCART,MARS,projectionpursuitandgradientboosting.

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