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An Introduction to Statistical Learning: With Applications in R

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An Introduction to Statistical Learning: With Applications in R - James, Gareth, and Witten, Daniela, and Hastie, Trevor
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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.

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An Introduction to Statistical Learning: With Applications in R 2021, Springer, New York, NY

ISBN-13: 9781071614174

2nd 2021 edition

Hardcover

An Introduction to Statistical Learning: With Applications in R 2017, Springer

ISBN-13: 9781461471370

Hardcover