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: 9783642268571
Price: 18200 KES
Availability: OutOfStock
ISBN: 9783642268571

2011 ed.

by Wirtschaftsuniversitat Wien

Book Details

Format Paperback / softback

Book Series Springer Series in Statistics

ISBN-10 3642268579

ISBN-13 9783642268571

Edition 2011 ed.

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 Aug 3rd, 2013

Print length 558 Pages

Weight 842 grams

Dimensions 16.00 x 28.70 x 3.90 cms

Product Classification: Probability & statistics Probability and statistics

KSh 18,200.00

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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 Wirtschaftsuniversitat Wien 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.