Statistical Learning from a Regression Perspective

Name: Statistical Learning from a Regression Perspective
Availability: InStock
ISBN: 9780387775005

ISBN-10: 0387775005

ISBN-13: 9780387775005

Edition: 2008

Authors: Richard A. Berk

List price: $109.99

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Book details

List price: $109.99
Copyright year: 2008
Publisher: Springer New York
Publication date: 7/31/2008
Binding: Hardcover
Pages: 360
Size: 6.10" wide x 9.25" long x 1.00" tall
Weight: 1.430
Language: English




Statistical Learning as a Regression Problem



Regression Splines and Regression Smoothers



Classification and Regression Trees (CART)



Bagging



Random Forests



Boosting



Support Vector Machines



Broader Implications and a Bit of Craft Lore


References


Index