"Saint-Flour Summer School of Probability Theory (33 : 2003, July 6-23 : Saint-Flour, France)" . . . "Statistical Theory and Methods." . . "Estadística matemàtica." . . "Ecole d'été de probabilités de Saint-Flour (33 ; 2003 ; Saint-Flour, Cantal)." . . . "Inequalities (Mathematics)" . . "Models matemàtics." . . "Modelos matemáticos." . . "Ecole d'Eté de Probabilités <33, 2003, Saint-Flour>" . . . "Statistique mathématique Méthodologie." . . "Statistique mathematique Methodologie." . "Modèles mathématiques." . . "Modeles mathematiques." . "Inégalités (Mathématiques)" . . "Inegalites (Mathematiques)" . "Inégalités (mathématiques)." . "Inégalités (mathématiques)" . "Modellwahl." . . "Ecole d'Eté de Probabilités de Saint-Flour (33 : 2003.06 : Saint-Flour)" . . . "Mathematical models." . . "Probabilidades." . . "Ecole d'été de probabilités de Saint-Flour (33rd : 2003)" . . . "École d'ete de probabilites de Saint-Flour (33rd : 2003)" . "Concentration inequalities and model selection École d'Ete de Probabilites de Saint-Flour XXXIII - 2003" . . "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 r."@en . . . . . . . . . . "\"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.\" -- Font no determinada." . . "Concentration inequalities and model selection : Ecole d'Eté de Probabilités de Saint-Flour XXXIII--2003"@en . . . . "Ressource Internet (Descripteur de forme)" . . . "Concentration inequalities and model selection : Ecole d'été de probabilités de Saint-Flour XXXIII - 2003" . . . . . "Concentration inequalities and model selection : ecole d'eté de probabilités de Saint-Flour XXXIII - 2003" . . . . "Concentration Inequalities and Model Selection Ecole D'Eteþ de Probabiliteþs de Saint-Flour XXXIII - 2003"@en . . . . . "Concentration inequalities and model selection Ecole d'Eté de Probabilités de Saint-Flour XXXIII - 2003"@en . "Concentration inequalities and model selection Ecole d'Eté de Probabilités de Saint-Flour XXXIII - 2003" . . "Ecole d'Eté de Probabilités de Saint-Flour XXXIII--2003"@en . . . . "Llibres electrònics" . . . . . "Concentration inequalities and model selection : Ecole d'Eté de probabilités de Saint-Flour XXXIII - 2003" . "Concentration inequalities and model selection" . . "Concentration inequalities and model selection : Ecole d'Eté de Probabilités de Saint-Flour XXXIII - 2003" . . . . . . . . . . . . "Concentration inequalities and model selection : Ecole d'eté de probabilités de Saint-Flour XXXIII-2003" . . "Concentration Inequalities and Model Selection Ecole d'Eté de Probabilités de Saint-Flour XXXIII - 2003" . "Electronic books"@en . . . "Electronic books" . . "Concentration inequalities and model selection : ecole d'Eté de probabilités de Saint-Flour XXXIII-2003" . . . . "Concentration Inequalities and Model Selection Ecole d'Et? de Probabilit?s de Saint-Flour XXXIII - 2003 00"@en . . . . . . . "Concentration Inequalities and Model Selection" . . . "Online-Publikation" . . . . . . . . . . . . "Concentration Inequalities and Model Selection Ecole d'Et♭̧ de Probabilit♭̧s de Saint-Flour XXXIII - 2003"@en . . . "Livre électronique (Descripteur de forme)" . . "Information and Communication, Circuits." . . "Ecole d'Eté de probabilités (33 : 2003, July 6-23 : Saint-Flour, France)" . . . "Combinatieleer." . . "Probability Theory and Stochastic Processes." . . "Mathematics." . . "Statistik Modellwahl." . . "MATHEMATICS General." . . "Statistik." . . "Modèle mathématique." . . "SpringerLink (Service en ligne)" . . "Electronic books." . . "Estadística matemàtica Metodologia." . . "Statistique mathématique." . . . . "École d'été de probabilités de Saint-Flour (33a : 2003)" . . . "Mathematical statistics Methodology." . . "Desigualtats (Matemàtica)" . . "Probability Summer School in Saint-Flour (33 : 2003.06 : Saint-Flour)" . . . "Estatística (metodologia)" . . "Verdelingen (statistiek)" . . "Verdelingen (statistiek)." . "Inégalité (Mathématiques)" . .