An introduction to statistical learning : with applications in R / Gareth James, Daniela Witten, Trevor Hastie and Robert Tibshirani.

By:

James, Gareth

Material type: Text

TextSeries: Publication details: New York : Springer, 2013.Description: xvi, 426 p.: ill. (some color) ; 24 cmISBN:

9781461471370

Subject(s):

Mathematical statistics

DDC classification:

519.5 JAM

Summary: 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.

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Item type	Current library	Call number	Status	Date due	Barcode
Book	Indian Institute of Management Visakhapatnam	(Browse shelf(Opens below))	Available		000765

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Includes index.

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.

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