Concentration Inequalities and Model Selection
Ecole d'Eté de Probabilités de Saint-Flour XXXIII - 2003 (Lecture Notes in Mathematics / Ecole d'Eté Probabilit.Saint-Flour)
1 edition
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Author
Contributions
- Jean Picard (Editor) - Contributor
Publication
2007-06-11 - Springer
Language
English
Word Count
85,500 words, Guess
Page Count
342 pages
Physical Format
Paperback
Identifiers
- Open LibraryOL12775502M
- ISBN-139783540484974
- ISBN-103540484973
- OCLC Control Number128291269
- OCLC Control Numberconcentrationine00mass
and 3 more
- Library of Congress Control Number2007921691
- LibraryThing8864852
- Goodreads4069670
Classifications
- LCCQA3 .L28 no. 1896
Description
"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.
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