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Statistics for High-Dimensional Data
Methods, Theory and Applications
Language
English
English
Book
Hardback
Modern statistics deals with large and complex data sets, and consequently with models containing a...
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Libristo code: 01657706
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357 b
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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.
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About the book
Full name
Statistics for High-Dimensional Data
Author
Peter Bühlmann, Sara van de Geer
Language
English
English
Binding
Book - Hardback
Date of issue
2011
Number of pages
558
EAN
9783642201912
ISBN
3642201911
Libristo code
01657706
Weight
1002
Dimensions
165 x 245 x 36
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