An Introduction to Statistical Learning

with Applications in R

Autori

• Gareth James
• Daniela Witten
• Trevor Hastie
• Robert Tibshirani

Parametri

Pagine

607pagine

Tempo di lettura

22ore

• Computer, IT, programmazione
• Libri di testo
• Matematica
• Saggistica
• Scienza

Maggiori informazioni sul libro

Focusing on the principles of statistical learning, this book provides a comprehensive overview of key concepts and techniques used in data analysis. It emphasizes practical applications and includes real-world examples to illustrate methods such as regression, classification, and resampling. Designed for readers with a background in statistics and some programming knowledge, it balances theoretical foundations with hands-on exercises, making it an essential resource for anyone looking to deepen their understanding of statistical modeling and machine learning.

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Lingua: Inglese

Pubblicato: 2021

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