Concentration Inequalities and Model Selection
- Indbinding:
- Paperback
- Sideantal:
- 360
- Udgivet:
- 18. april 2007
- Størrelse:
- 155x20x235 mm.
- Vægt:
- 546 g.
- 8-11 hverdage.
- 5. marts 2025
På lager
Normalpris
Abonnementspris
- Rabat på køb af fysiske bøger
- 1 valgfrit digitalt ugeblad
- 20 timers lytning og læsning
- Adgang til 70.000+ titler
- Ingen binding
Abonnementet koster 75 kr./md.
Ingen binding og kan opsiges når som helst.
- 1 valgfrit digitalt ugeblad
- 20 timers lytning og læsning
- Adgang til 70.000+ titler
- Ingen binding
Abonnementet koster 75 kr./md.
Ingen binding og kan opsiges når som helst.
Beskrivelse af Concentration Inequalities and Model Selection
Since the impressive works of Talagrand, concentration inequalities have been recognized as fundamental tools in several domains such as geometry of Banach spaces or random combinatorics. They also turn out to be essential tools to develop a non-asymptotic theory in statistics, exactly as the central limit theorem and large deviations are known to play a central part in the asymptotic theory. An overview of a non-asymptotic theory for model selection is given here and some selected applications to variable selection, change points detection and statistical learning are discussed. This volume reflects the content of the course given by P. Massart in St. Flour in 2003. It is mostly self-contained and accessible to graduate students.
Brugerbedømmelser af Concentration Inequalities and Model Selection
Giv din bedømmelse
For at bedømme denne bog, skal du være logget ind.
Find lignende bøger
Bogen Concentration Inequalities and Model Selection findes i følgende kategorier: