文件名称：An Introduction to Statistical Learning with Applications in R.pdf
文件大小：10.67MB
文件格式：PDF
更新时间：2021-04-16 04:05:18
An Introduction to Statistical Learning
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. Topics include linear regression, classification, resampling methods, shrinkage