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Concentration Inequalities and Model Selection

Concentration Inequalities and Model Selection

Pascal Massart

96,70 €
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Editorial:
Springer Nature B.V.
Año de edición:
2007
Materia
Probabilidad y estadística
ISBN:
9783540484974
96,70 €
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Sobre IBD

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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