Kniha Statistics for High-Dimensional Data Peter Bühlmann

Statistics for High-Dimensional Data

Methods, Theory and Applications

Jazyk: Angličtina
Väzba: Pevná
Dostupnosť: Skladom u dodávateľa
Odosielame za 10-18 dní
129.75
Modern statistics deals with large and complex data sets, and consequently with models containing a...

Informácie o knihe

Jazyk
Angličtina
Väzba
Kniha - Pevná
Vydalo
2011
Stránok
558
EAN
9783642201912
ISBN
3642201911
Enbook ID
01657706
Hmotnosť
1002
Rozmery
165 x 245 x 36

Kompletný popis

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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