Statistics for High-Dimensional Data : Methods, Theory and Applications

Name: Statistics for High-Dimensional Data
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783642201912
Price: 25300 KES
Availability: OutOfStock
ISBN: 9783642201912

by Peter Buhlmann , Sara van de Geer

Book Details

Format Hardback

Book Series Springer Series in Statistics

ISBN-10 3642201911

ISBN-13 9783642201912

Publisher Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Imprint Springer-Verlag Berlin and Heidelberg GmbH & Co. K

Country of Manufacture DE

Country of Publication GB

Publication Date Jun 8th, 2011

Print length 558 Pages

Weight 1,002 grams

Dimensions 24.50 x 16.50 x 3.60 cms

Product Classification: Probability & statistics Probability and statistics

KSh 25,300.00

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This valuable compendium of statistical methods features a unique combination of methodology, theory, algorithms and applications. It covers recently developed approaches to handling large and complex data sets, including the Lasso and boosting methods.

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, including the Lasso and versions of it for various models, boosting methods, undirected graphical modeling, and procedures controlling false positive selections.
A special characteristic of the book is that it contains comprehensive mathematical theory on high-dimensional statistics combined with methodology, algorithms and illustrations with real data examples. This in-depth approach highlights the methods? great potential and practical applicability in a variety of settings. As such, it is a valuable resource for researchers, graduate students and experts in statistics, applied mathematics and computer science.

Get Statistics for High-Dimensional Data by Peter Buhlmann, Sara van de Geer at the best price and quality guaranteed only at Werezi Africa's largest book ecommerce store. The book was published by Springer-Verlag Berlin and Heidelberg GmbH & Co. KG and it has 558 pages.