Concentration inequalities and model selection : Ecole d'Eté de Probabilités de Saint-Flour XXXIII - 2003 /

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Bibliographic Details
Author / Creator:	Massart, Pascal.
Imprint:	Berlin ; New York : Springer-Verlag, ©2007.
Description:	1 online resource (xiv, 337 pages).
Language:	English
Series:	Lecture notes in mathematics, 0075-8434 ; 1896 Lecture notes in mathematics (Springer-Verlag) ; 1896.
Subject:	Mathematical models. Mathematical statistics -- Methodology. Inequalities (Mathematics) Inequalities (Mathematics) Mathematical models. Mathematical statistics -- Methodology.
Format:	E-Resource Book
URL for this record:	http://pi.lib.uchicago.edu/1001/cat/bib/11066651

Hidden Bibliographic Details
Other authors / contributors:	Ecole d'été de probabilités de Saint-Flour (33rd : 2003)
ISBN:	9783540485032 3540485031 3540484973 9783540484974
Notes:	Includes bibliographical references (pages 319-324) and index. Restrictions unspecified Electronic reproduction. [S.l.] : HathiTrust Digital Library, 2011. Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002. http://purl.oclc.org/DLF/benchrepro0212 digitized 2011 HathiTrust Digital Library committed to preserve Print version record.
Summary:	"An overview of a non-asymptotic theory for model selection is given here and some selected applications to variable selection, change points detection and statistical learning are discussed. This volume reflects the content of the course given by P. Massart in St. Flour in 2003. It is mostly self contained and accessive to graduate students."--Jacket.
Other form:	Print version: Massart, Pascal. Concentration inequalities and model selection. Berlin ; New York : Springer, ©2007 9783540484974

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