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Více o knize
This book serves as a comprehensive guide to statistical learning, emphasizing practical applications and theoretical foundations. It covers essential topics such as regression, classification, and resampling methods, making complex concepts accessible to readers with a background in statistics and mathematics. The inclusion of real-world examples and case studies enhances understanding, while accompanying software tools facilitate hands-on learning. Ideal for students and professionals alike, it bridges the gap between statistical theory and practical implementation in data analysis.
Nákup knihy
An Introduction to Statistical Learning, Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani
- Jazyk
- Rok vydání
- 2022
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- (měkká)
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Doručení
Platební metody
Navrhnout úpravu
- Titul
- An Introduction to Statistical Learning
- Podtitul
- with Applications in R
- Jazyk
- anglicky
- Vydavatel
- Springer US
- Rok vydání
- 2022
- Vazba
- měkká
- Počet stran
- 624
- ISBN13
- 9781071614204
- Kategorie
- Matematika
- Anotace
- This book serves as a comprehensive guide to statistical learning, emphasizing practical applications and theoretical foundations. It covers essential topics such as regression, classification, and resampling methods, making complex concepts accessible to readers with a background in statistics and mathematics. The inclusion of real-world examples and case studies enhances understanding, while accompanying software tools facilitate hands-on learning. Ideal for students and professionals alike, it bridges the gap between statistical theory and practical implementation in data analysis.