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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, an essential toolset for making sense of the vast and complex data sets that have emerged

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 come vast amounts of data in a variety of fields such as medicine, biology, finance, and mark

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 for characterizing and quantifying the fallibility of measurements. Robert Brennan, the au

The Nature Of Statistical Learning Theory


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Author by : Vladimir Vapnik
Languange Used : en
Release Date : 1999-11-19
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 and generalization. It considers learning as a general problem of function estimation based

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 of data preprocessing, data splitting and foundations of model tuning. The text then provid

Statistical Learning From A Regression Perspective


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

This textbook considers statistical learning applications when interest centers on the conditional distribution of the response variable, given a set of predictors, and when it is important to charact

The Elements Of Statistical Learning


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Author by : CTI Reviews
Languange Used : en
Release Date : 2016-10-16
Publisher by : Cram101 Textbook Reviews

Facts101 is your complete guide to The Elements of Statistical Learning. In this book, you will learn topics such as as those in your book plus much more. With key features such as key terms, people a