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An Introduction to Statistical Learning - a book by James, Gareth

An Introduction to Statistical Learning

With Applications in R

An Introduction to Statistical Learning( )
Author: James, Gareth
Hastie, Trevor
Tibshirani, Robert
Witten, Daniela
Series title:Springer Texts in Statistics Ser.
Publication Date:Dec 2015
Book Format:Hardback
List Price:USD $79.99
Book Description:

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.

Book Details
Detailed Subjects: Mathematics / Probability & Statistics / General
Physical Dimensions (W X L X H):6.045 x 9.165 Inches

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