an Introduction to Statistical Learning  -  Gareth James, Daniela Witten

KORTE INHOUD

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-ba...
2013 Taal: Engels zie alle details...

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2013 Uitgever: Springer Verlag 426 paginas Taal: Engels ISBN-10: 1461471370 ISBN-13: 9781461471370