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Concentration Inequalities and Model Selection
Ecole d'Eté de Probabilités de Saint-Flour XXXIII - 2003
Language
English
English
Book
Paperback
Concentration inequalities have been recognized as fundamental tools in several domains such as geom...
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Libristo code: 05274062
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Concentration inequalities have been recognized as fundamental tools in several domains such as geometry of Banach spaces or random combinatorics. They also turn to be essential tools to develop a non asymptotic theory in statistics. This volume provides an overview of a non asymptotic theory for model selection. It also discusses some selected applications to variable selection, change points detection and statistical learning.
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About the book
Full name
Concentration Inequalities and Model Selection
Author
Pascal Massart
Language
English
English
Binding
Book - Paperback
Date of issue
2011
Number of pages
343
EAN
9783540484974
ISBN
3540484973
Libristo code
05274062
Publishers
Springer, Berlin
Weight
551
Dimensions
155 x 235 x 20
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