Statistics for High-Dimensional Data Methods, Theory and Applications /

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, including the Lasso and versions of it for various models, boosting methods, undirected graphical mo...

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Bibliographic Details
Main Authors: Bühlmann, Peter (Author), van de Geer, Sara (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:English
Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2011.
Series:Springer Series in Statistics,
Subjects:
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ΒΚΠ - Πατρα: ALFd

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