Probability in Banach spaces - Isoperimetry and Processes [ Livre] / Michel, Talagrand / Michel, Ledoux
Langue: Anglais ; de l'oeuvre originale, Anglais.Publication : Berlin, New York : Springer-Verlag, cop. 1991Description : 1 vol. (XII-480 p.) ; 25 cmISBN: 9783540520139.Collection: Ergebnisse der Mathematik und ihrer Grenzgebiete, 3. Folge, Bd. 23Classification: 519 ProbabilitésRésumé: New isoperimetric inequalities and random process techniques have recently appeared at the basis of the modern understanding of Probability in Banach spaces. Based on these tools, the book presents a complete treatment of the main aspects of Probability in Banach spaces (boundedness and continuity of random processes, integrability and limit theorems for vector valued random variables,...) and of some of their links to Geometry of Banach spaces. Its purpose is to present some of the main aspects of this theory, from the foundations to the latest develop- ments, treated with the most recent and updated tools. In particular, the most important features are the sys- tematic use of isoperimetry and related concentration of measure phenomena (to study integrability and limit theorems for vector valued random variables), and recent abstract random process techniques (entropy and majorizing measures). Some examples of these probabilistic ideas to classical Banach space theory complete this exposition. .Sujet - Nom commun: Probabilities | Banach spaces | Probabilités | Banach, Espaces de | Processus stochastiques | Inégalités isopérimétriques| Current location | Call number | Status | Notes | Date due | Barcode |
|---|---|---|---|---|---|
| ENS Rennes - Bibliothèque Mathématiques | 519 LED (Browse shelf) | Available | 519 Probabilités | 024955 |
New isoperimetric inequalities and random process techniques have recently appeared at the basis of the modern understanding of Probability in Banach spaces. Based on these tools, the book presents a complete treatment of the main aspects of Probability in Banach spaces (boundedness and continuity of random processes, integrability and limit theorems for vector valued random variables,...) and of some of their links to Geometry of Banach spaces. Its purpose is to present some of the main aspects of this theory, from the foundations to the latest develop- ments, treated with the most recent and updated tools. In particular, the most important features are the sys- tematic use of isoperimetry and related concentration of measure phenomena (to study integrability and limit theorems for vector valued random variables), and recent abstract random process techniques (entropy and majorizing measures). Some examples of these probabilistic ideas to classical Banach space theory complete this exposition.