Code: 01428746
Introduction to Statistical Learning
by Gareth James, Trevor Hastie, Robert Tibshirani, Daniela Witten
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, ... more
- Language:
English - Binding: Hardback
- Number of pages: 426
Publisher: Springer-Verlag New York Inc., 2013
- More about this
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Book synopsis
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
Book category Books in English Mathematics & science Mathematics Probability & statistics
- Full title: Introduction to Statistical Learning
- Subtitle: with Applications in R
- Author: Gareth James, Trevor Hastie, Robert Tibshirani, Daniela Witten
- Language: English
- Binding: Hardback
- Number of pages: 426
- EAN: 9781461471370
- ISBN: 1461471370
- ID: 01428746
- Publisher: Springer-Verlag New York Inc.
- Weight: 966 g
- Dimensions: 241 × 163 × 25 mm
- Date of publishing: 25. June 2013
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