Statistics for High-Dimensional Data

Peter Bühlmann

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Language: English

Published by Springer, Springer Vieweg Jun 2011, 2011

3642201911 / 9783642201912

Series: Book 123 of 160 - Springer Series in Statistics

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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.

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This item is printed on demand - it takes 3-4 days longer - Neuware -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. 576 pp. Englisch.

Seller Inventory # 9783642201912

Title
Statistics for High-Dimensional Data
Author
Peter Bühlmann
Publisher
Springer, Springer Vieweg Jun 2011
Publication year
2011
Condition
Neu
Binding
Buch
Language
English
ISBN 10
3642201911
ISBN 13
9783642201912
Item weight
1,021 grams
Dimensions
241x160x37 mm
Series
Book 123 of 160: Springer Series in Statistics

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

5-star seller

AbeBooks seller since January 11, 2012

Shipping rates from Germany to U.S.A.

Item5 to 15 business days5 to 15 business days
First item£ 19.72£ 19.72
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BuchWeltWeit Ludwig Meier e.K.

Germany