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An Introduction to Statistical Learning

by Gareth James

Downloads
100+
First published
2001
Pages
434
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About this book

Statistical learning methods help make sense of complex data through tools such as regression, classification and model assessment. This textbook introduces their uses with less mathematical detail than a more advanced theoretical treatment. Practical laboratories use R to connect concepts with analysis, addressing students and other people who need to apply statistical methods to data.

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About the author

Gareth James - BDeBooks
Gareth James

An Introduction to Statistical Learning has four names on it: Gareth James, Daniela Witten, Trevor Hastie and Robert Tibshirani. That is a large part of why it became the standard first course.

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Book facts

First published
2001
Reading time
About 13 hours
Pages
434
Language
English
Formats
PDF, EPUB, MOBI, Read online