Concentration Inequalities and Model Selection
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- Engelsk
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Beskrivelse
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.
Detaljer
- SprogEngelsk
- Sidetal360
- Udgivelsesdato18-04-2007
- ISBN139783540484974
- Forlag Springer-verlag Berlin And Heidelberg Gmbh & Co. Kg
- FormatPaperback
Størrelse og vægt
10 cm
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