An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)

An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)

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 approaches, tree-based methods, support vector machines, clustering, and more. Color graphics and real-world examples are used to illustrate the methods presented. Since the goal of this textbook is to facilitate the use of these statistical learning techniques by practitioners in science, industry, and other fields, each chapter contains a tutorial on implementing the analyses and methods presented in R, an extremely popular open source statistical software platform.

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An Introduction To Statistical Learning


An Introduction To Statistical Learning Download Now Read Online

Author by : Gareth James
Languange Used : en
Release Date : 2013-06-24
Publisher by : Springer Science & Business Media






An Introduction To Statistical Learning


An Introduction To Statistical Learning Download Now Read Online

Author by : Gareth James
Languange Used : en
Release Date : 2014-07-11
Publisher by : Springer






An Introduction To Statistical Learning


An Introduction To Statistical Learning Download Now Read Online

Author by : Gareth James
Languange Used : en
Release Date : 2013-06-25
Publisher by : Springer






The Elements Of Statistical Learning


The Elements Of Statistical Learning Download Now Read Online

Author by : Trevor Hastie
Languange Used : en
Release Date : 2013-11-11
Publisher by : Springer Science & Business Media






Statistical Learning From A Regression Perspective


Statistical Learning From A Regression Perspective Download Now Read Online

Author by : Richard A. Berk
Languange Used : en
Release Date : 2016-10-26
Publisher by : Springer






All Of Statistics


All Of Statistics Download Now Read Online

Author by : Larry Wasserman
Languange Used : en
Release Date : 2013-12-11
Publisher by : Springer Science & Business Media






Introduction To Statistical Inference


Introduction To Statistical Inference Download Now Read Online

Author by : Jack C. Kiefer
Languange Used : en
Release Date : 2012-12-06
Publisher by : Springer Science & Business Media






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