Stochastic Analysis for Poisson Point Processes

Malliavin Calculus, Wiener-Itô Chaos Expansions and Stochastic Geometry

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Éditeur :

Springer


Collection :

Bocconi & Springer Series

Paru le : 2016-07-07



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Description

Stochastic geometry is the branch of mathematics that studies geometric structures associated with random configurations, such as random graphs, tilings and mosaics. Due to its close ties with stereology and spatial statistics, the results in this area are relevant for a large number of important applications, e.g. to the mathematical modeling and statistical analysis of telecommunication networks, geostatistics and image analysis. In recent years – due mainly to the impetus of the authors and their collaborators – a powerful connection has been established between stochastic geometry and the Malliavin calculus of variations, which is a collection of probabilistic techniques based on the properties of infinite-dimensional differential operators. This has led in particular to the discovery of a large number of new quantitative limit theorems for high-dimensional geometric objects. 

This unique book presents an organic collection of authoritative surveys written bythe principal actors in this rapidly evolving field, offering a rigorous yet lively presentation of its many facets.
Pages
346 pages
Collection
Bocconi & Springer Series
Parution
2016-07-07
Marque
Springer
EAN papier
9783319052328
EAN EPUB
9783319052335

Informations sur l'ebook
Nombre pages copiables
3
Nombre pages imprimables
34
Taille du fichier
4710 Ko
Prix
137,14 €