Concentration inequalities and model selection : Ecole d'été de probabilités de Saint-Flour XXXIII, 2003 / Pascal Massart

Auteur principal collectivité : école d'été de probabilités de Saint-Flour, 33, 2003, AuteurCo-auteur : Massart, Pascal, 1958-, AuteurType de document : CongrèsCollection : Lecture notes in mathematics, 1896Langue : anglais.Pays: Allemagne.Éditeur : Berlin, Heidelberg, New York : Springer, 2007Description : 1 vol. (XIV-337 p.) ; 24 cmISBN: 9783540484974.ISSN: 0075-8434.Bibliographie : Bibliogr. p. [319]-324. Index.Sujet MSC : 60C05, Probability theory and stochastic processes, Combinatorial probability
60E15, Probability theory and stochastic processes - Distribution theory, Inequalities; stochastic orderingsEn-ligne : Springerlink
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Salle 1 		Ecole STF (Browse shelf(Opens below)) Available 07900-01

Bibliogr. p. [319]-324. Index

Contents: 1. Introduction; 2. Exponential and information inequalities; 3. Gaussian processes; 4. Gaussian model selection; 5. Concentration inequalities; 6. Maximal inequalities; 7. Density estimation via model selection; 8. Statistical learning.

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