statistical learning has become a critical toolkit for anyone who wishes to understand data.An Introduction to Statistical Learningprovides a broad and less technical treatment of key topics in statistical lear
"An Introduction to Statistical Learning (ISL)" by James, Witten, Hastie and Tibshirani is the "how to'' manual for statistical learning. Inspired by "The Elements of Statistical Learning'' (Hastie, Tibshirani and Friedman), this book provides clear and intuitive guidance on how to implement ...
Springer Texts in Statistics(共118册), 这套丛书还有 《Linear Models for Multivariate, Time Series, and Spatial Data》《Measure Theory and Probability Theory》《An Introduction to Statistical Learning》《Modern Multivariate Statistical Techniques》《Statistical Analysis of Financial Data in R》 等。
An introduction to statistical learning theoryBontempi, GianlucaGroup, Machine Learning
一、《An Introduction to Statistical Learning》统计学导论 学习统计学可以从这本书入手《An Introduction to Statistical Learning》. 1、作者介绍 作者:加雷斯·詹姆斯(Gareth James) James是南加州大学马歇尔商学院的教授,94年在奥克兰大学获得理学士学位和商业学士学位。98年获得博士学位。 进入其个人主页,首页上放...
Springer Texts in Statistics(共118册),这套丛书还有 《Monte Carlo Statistical Methods》《Advanced Linear Modeling》《Optimization》《Applying Generalized Linear Models (Springer Texts in Statistics)》《Log-Linear Models and Logistic Regression》等。 喜欢读"An Introduction to Statistical Learning"的人也喜...
An Introduction to Statistical Learning with Applications in R - Gareth J.et al. Python Machine Learning- Sebastian Raschka Programming Collective Intelligence (集体编程智慧) - Toby Segaran 机器学习 - 周志华 统计学习方法 - 李航 最近我阅读了上面的书籍,想和大家分享一下我的主观评价。在每本书的总评...
An Introduction to Statistical Learning - Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani, 2013 Textbook 2 下载积分: 4000 内容提示: forward stepwise selectionUnlike best subset selection, which involved fitting 2 p models, forward stepwise selection involves fitting one null model, ...
An Introduction to Statistical Learning 统计学习的导论.pdf,Springer Texts in Statistics Gareth James Daniela Witten Trevor Hastie Robert Tibshirani An Introduction to Statistical Learning with Applications in R Springer Texts in Statistics Series Editors
Title: An Introduction to Statistical Learning: with Applications in R, 2nd Edition Author(s) Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani Publisher: Springer; 2nd ed. (2021); eBook (Corrected Edition, June 21, 2023) Hardcover: 622 pages eBook: PDF (615 pages) Language:...