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Concentration Inequalities and Model Selection
Language
English
English
Book
Paperback
Concentration inequalities have been recognized as fundamental tools in several domains such as geom...
Full description
Libristo code: 05274062
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232 b
232 b
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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.
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
