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An Introduction to Statistical Learning with Applications in R

Paperback • 2022 • English • 2. edition

An Introduction to Statistical Learning with Applications in R

By Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani

3 Ratings • 5.0 of 5

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About the book

An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance to marketing to astrophysics in the past twenty years. This book presents some of the most important modeling and prediction techniques, along with relevant applications. Topics include linear regression, classification, resampling methods, shrinkage approac...Show more

Economics, Finance, Business and Management
Economics
Finance and accounting

Book details

ISBN

9781071614204

Publisher

Springer US

Published year

2022

Language

English

Edition

2

Original title

An Introduction to Statistical Learning with Applications in R

Format

Paperback

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Other versions

An Introduction to Statistical Learning with Applications in R

An Introduction to Statistical Learning with Applications in R

Hardcover · 2017

An Introduction to Statistical Learning with Applications in R

An Introduction to Statistical Learning with Applications in R

Hardcover · 2021

Reviews · 0

3 Ratings • 5.0 of 5

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