The Elements of Statistical Learning: Data Mining,…

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This book describes the important ideas in a variety of fields such as medicine, biology, finance, and marketing in a common conceptual framework. While the approach is statistical, the emphasis is on concepts rather than mathematics. Many examples are given, with a liberal use of colour graphics. It is a valuable resource for statisticians and anyone interested in data mining in science or…

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The Elements Of Statistical Learning


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

During the past decade there has been an explosion in computation and information technology. With it have com

The Elements Of Statistical Learning


Download Now Read Online

Author by : Trevor Hastie
Languange Used : en
Release Date : 2009-08-26
Publisher by : Springer Science & Business Media

This book describes the important ideas in a variety of fields such as medicine, biology, finance, and marketi

The Elements Of Statistical Learning


Download Now Read Online

Author by : Trevor Hastie
Languange Used : en
Release Date : 2001-01-01
Publisher by : Springer Science & Business Media

This book describes the important ideas in a common conceptual framework. While the approach is statistical, t

The Elements Of Statistical Learning


Download Now Read Online

Author by : Trevor Hastie
Languange Used : en
Release Date : 2009
Publisher by :

An Introduction To Statistical Learning


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

An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning,

Generalizability Theory


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Author by : Robert L. Brennan
Languange Used : en
Release Date : 2013-11-11
Publisher by : Springer Science & Business Media

Generalizability theory offers an extensive conceptual framework and a powerful set of statistical procedures

Statistical Learning With Sparsity


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Author by : Trevor Hastie
Languange Used : en
Release Date : 2015-05-07
Publisher by : CRC Press

Discover New Methods for Dealing with High-Dimensional Data A sparse statistical model has only a small number

Principles And Theory For Data Mining And Machine Learning


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Author by : Bertrand Clarke
Languange Used : en
Release Date : 2009-07-21
Publisher by : Springer Science & Business Media

Extensive treatment of the most up-to-date topics Provides the theory and concepts behind popular and emerging

The Nature Of Statistical Learning Theory


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Author by : Vladimir N. Vapnik
Languange Used : en
Release Date : 2013-04-17
Publisher by : Springer Science & Business Media

The aim of this book is to discuss the fundamental ideas which lie behind the statistical theory of learning a

Applied Predictive Modeling


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Author by : Max Kuhn
Languange Used : en
Release Date : 2013-05-17
Publisher by : Springer Science & Business Media

Applied Predictive Modeling covers the overall predictive modeling process, beginning with the crucial steps o

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