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Anotácia knihy

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.

Parametre knihy

Zaradenie knihy Knihy po anglicky Mathematics & science Mathematics Probability & statistics

• Celý názov: Statistics for High-Dimensional Data
• Podnázov: Methods, Theory and Applications
• Autor: Peter Bühlmann, Sara van de Geer
• Jazyk: Angličtina
• Väzba: Pevná
• Počet strán: 558
• EAN: 9783642201912
• ISBN: 3642201911
• ID: 01657706
• Nakladateľ: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
• Hmotnosť: 1002 g
• Rozmery: 245 × 165 × 36 mm
• Dátum vydania: 08. June 2011

Obľúbené z iného súdka

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