Statistical Learning from a Regression Perspective - Softcover

Book 101 of 160: Springer Series in Statistics

Berk, Richard A.

 
9783319440491: Statistical Learning from a Regression Perspective
Softcover
ISBN 10: 3319440497 ISBN 13: 9783319440491
Publisher: Springer, 2016

This specific ISBN edition is currently not available.

Synopsis

Statistical Learning as a Regression Problem.- Splines, Smoothers, and Kernels.- Classification and Regression Trees (CART).- Bagging.- Random Forests.- Boosting.- Support Vector Machines.- Some Other Procedures Briefly.- Broader Implications and a Bit of Craft Lore.

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Publisher
Springer
Publication date
2016
Language
English
ISBN 10 
3319440497
ISBN 13 
9783319440491
Binding
Paperback

Other Popular Editions of the Same Title

9780387775005: Statistical Learning from a Regression Perspective (Springer Series in Statistics)

Featured Edition

ISBN 10:  0387775005 ISBN 13:  9780387775005
Publisher: Springer, 2008
Hardcover