An Introduction to Statistical Learning: with Applications in R - Springer Texts in Statistics - Gareth James - Books - Springer-Verlag New York Inc. - 9781461471370 - September 1, 2017
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An Introduction to Statistical Learning: with Applications in R - Springer Texts in Statistics 1st ed. 2013, Corr. 7th printing 2017 edition


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This book presents key modeling and prediction techniques, along with relevant applications. Topics include linear regression, classification, resampling methods, shrinkage approaches, tree-based methods, support vector machines, and clustering.


430 pages, 4 black & white illustrations, 146 colour illustrations, 10 black & white tables, biograp

Media Books     Hardcover Book   (Book with hard spine and cover)
Released September 1, 2017
ISBN13 9781461471370
Publishers Springer-Verlag New York Inc.
Pages 426
Dimensions 163 × 241 × 25 mm   ·   907 g
Language English  

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