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AN INTRODUCTION TO STATISTICAL LEARNING

WITH APPLICATIONS IN R
JAMES, G./ WITTEN, D./ HASTIE, T./ TIBSH

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Descripció
An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset f or making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance to marketing to astrop hysics in the past twenty years. This book presents some of the most important modeling and prediction techniques, along with releva nt applications. Topics include linear regression, classification, resampling methods, shrinkage approaches, tree-based methods, sup port vec...[Llegir més]

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DetallsSPRINGER-VERLAG
2013
426 pàgines
Format: Cartone
ISBN: 9781461471370
Idioma: INGLÉSMatèria: Matemàtiques

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