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Concentration Inequalities and Model Selection Book PDF Summary

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.

Detail Book of Concentration Inequalities and Model Selection PDF

Concentration Inequalities and Model Selection
  • Author : Pascal Massart
  • Release : 26 April 2007
  • Publisher : Springer
  • ISBN : 9783540485032
  • Genre : Mathematics
  • Total Page : 346 pages
  • Language : English
  • PDF File Size : 12,9 Mb

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