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Statistics for High-Dimensional Data

Methods, Theory and Applications

Jezik EngleskiEngleski
Knjiga Tvrdi uvez
Knjiga Statistics for High-Dimensional Data Peter Bühlmann
Libristo kod: 01657706
Nakladnici Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, lipanj 2011
Modern statistics deals with large and complex data sets, and consequently with models containing a... Cijeli opis
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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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Informacije o knjizi

Puni naziv Statistics for High-Dimensional Data
Autor Peter Bühlmann, Sara van de Geer
Jezik Engleski
Uvez Knjiga - Tvrdi uvez
Datum izdanja 2011
Broj stranica 558
EAN 9783642201912
ISBN 3642201911
Libristo kod 01657706
Nakladnici Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Težina 1002
Dimenzije 165 x 245 x 36

Kategorija

Computing & Information Technology > Computer science > Mathematical theory of computation > Maths for computer scientists
Mathematics & Science > Mathematics > Probability & statistics
Computing & Information Technology > Business applications > Mathematical & statistical software
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