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 Model
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 learning. This book is appropriate for anyone who wishes to use contemporary tools for data...
"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 ...
为了给大家一个比较客观公正的建议,我特地去买了几本广受好评的机器学习入门书籍: 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...
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...
这有助于加深你对《An Introduction to Statistical Learning》中内容的理解。 总而言之,《An Introduction to Statistical Learning》是一本非常好的统计学习教材,可以帮助你获得对机器学习和统计学习的全面理解。通过逐步阅读、理解和应用,你将能够掌握这个领域的关键概念和方法,并能够应用它们解决实际问题。希望这篇...
An Introduction to Statistical Learning: With Applications in R; Springer Publishing Company: New York, NY, USA, 2014.James, G.; Witten, D.; Hastie, T.; Tibshirani, R. An Introduction to Statistical Learning: With Applications in R; Springer: New York, NY, USA, 2014....
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. Th...
An Introduction to Statistical Learning 电子书 读后感 评分☆☆☆ 很适合入门,几乎没有什么数学,英文读起来也很简单,一些词汇不懂可以对照中文版。中文版叫:统计学习导论:基于 R 应用。适合刚刚接触机器学习的同学阅读。和适合我这种菜鸟阅读学习,下载了 N 本机器学习的书了,这本是唯一能读的下去的。初学主要是...
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, ...