Statistics for high-dimensional data

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Omschrijving

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, ...
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Uitgebreide omschrijving

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.
Uitgever Springer Verlag
Druk 0
ISBN/EAN 9783642201912
Auteur Buhlmann, peter
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