Code: 01657706

Statistics for High-Dimensional Data

Name: Statistics for High-Dimensional Data
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 01657706
Price: 133.93 EUR
Availability: InStock
Author: Peter Bühlmann
ISBN: 9783642201912

by Peter Bühlmann, Sara van de Geer

Language: English
Binding: Hardback
Number of pages: 558
Publisher: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, 2011
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Book synopsis

Modern statistics deals with large and complex data sets, and consequently with models containing a large number of parameters. This book presents a detailed account of recently developed approaches, such as the Lasso and boosting methods. It also provides the mathematical theory behind them, proving their great potential in a large number of settings. Both the methods and theory are then illustrated with real data examples.