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An Introduction to Statistical Learning: with Applications in R - Softcover

James, Gareth; Witten, Daniela; Hastie, Trevor

 
9781461471394: An Introduction to Statistical Learning: with Applications in R
Softcover
ISBN 10: 1461471397 ISBN 13: 9781461471394
Publisher: Springer, 2013

Synopsis

Introduction.- Statistical Learning.- Linear Regression.- Classification.- Resampling Methods.- Linear Model Selection and Regularization.- Moving Beyond Linearity.- Tree-Based Methods.- Support Vector Machines.- Unsupervised Learning.- Index.

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  • PublisherSpringer
  • Publication date2013
  • ISBN 10 1461471397
  • ISBN 13 9781461471394
  • BindingPaperback
  • LanguageEnglish
  • Number of pages442

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9781461471370: An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)

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Gareth James; Daniela Witten; Trevor Hastie
Published by Springer, 2013
ISBN 10: 1461471397 ISBN 13: 9781461471394
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