Stochastic Analysis for Poisson Point Processes: Malliavin Calculus, Wiener-Itô Chaos Expansions and Stochastic Geometry

Author:   Giovanni Peccati ,  Matthias Reitzner
Publisher:   Springer International Publishing AG
Edition:   Softcover reprint of the original 1st ed. 2016
Volume:   7
ISBN:  

9783319791470


Pages:   346
Publication Date:   30 May 2018
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Stochastic Analysis for Poisson Point Processes: Malliavin Calculus, Wiener-Itô Chaos Expansions and Stochastic Geometry


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Overview

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.

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Author:   Giovanni Peccati ,  Matthias Reitzner
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Edition:   Softcover reprint of the original 1st ed. 2016
Volume:   7
Dimensions:   Width: 15.50cm , Height: 1.90cm , Length: 23.50cm
Weight:   5.504kg
ISBN:  

9783319791470


ISBN 10:   3319791478
Pages:   346
Publication Date:   30 May 2018
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

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Reviews

“The chapters are mostly self-contained—with ample references to the current literature—but style and notation are carefully harmonized, so that the text can be used and read in different ways: as always, linear reading from cover to cover is possible, but also the selective reader will find it easy to extract information from the text, and so will anyone searching for a quick reference.” (René L. Schilling, Mathematical Reviews, March, 2018)


The chapters are mostly self-contained-with ample references to the current literature-but style and notation are carefully harmonized, so that the text can be used and read in different ways: as always, linear reading from cover to cover is possible, but also the selective reader will find it easy to extract information from the text, and so will anyone searching for a quick reference. (Rene L. Schilling, Mathematical Reviews, March, 2018)


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