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Springer Texts in Statistics
Gareth James
Daniela Witten
Trevor Hastie
Robert Tibshirani
An Introduction
to Statistical
Learning
with Applications in R
Springer Texts in Statistics
Series Editors:
G. Casella
S. Fienberg
I. Olkin
For further volumes:
http://www.springer.com/series/417
Gareth James
•
Daniela Witten
•
Trevor Hastie
Robert Tibshirani
An Introduction to
Statistical Learning
with Applications in R
123
Gareth James
Department of Data Sciences and
Operations
University of Southern California
Los Angeles, CA, USA
Trevor Hastie
Department of Statistics
Stanford University
Stanford, CA, USA
Daniela Witten
Department of Biostatistics
University of Washington
Seattle, WA, USA
Robert Tibshirani
Department of Statistics
Stanford University
Stanford, CA, USA
ISSN 1431-875X
ISBN 978-1-4614-7137-0
ISBN 978-1-4614-7138-7 (eBook)
DOI 10.1007/978-1-4614-7138-7
Springer New York Heidelberg Dordrecht London
Library of Congress Control Number: 2013936251
© Springer Science+Business Media New York 2013 (Corrected at
8
th
printing 2017)
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