《An Introduction to Statistical Learning: with Applications in R》统计学习导论:基于R应用,作者:作者:Gareth James,Daniela Witten,Trevor Hastie,Robert Tibshirani,2013年出版。
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. This book presents some of the most important modeling and prediction techniques, along with relevant applications.
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