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Statistics for high-dimensional data

Buhlmann, peter

9783642201912 - Statistics for high-dimensional data
2e hands

Artikelomschrijving

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.

Specificaties

Auteur Buhlmann, peter
ISBN/EAN 9783642201912
Druk 1
€ 137,93 € 153,25
Verwachte bezorgdatum: 15-10

Artikelomschrijving

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.

Specificaties

Auteur Buhlmann, peter
ISBN/EAN 9783642201912
Druk 1