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Stochastic Integration in Banach Spaces: Theory and Applications

โœ Scribed by Vidyadhar Mandrekar, Barbara Rรผdiger (auth.)


Publisher
Springer International Publishing
Year
2015
Tongue
English
Leaves
213
Series
Probability Theory and Stochastic Modelling 73
Edition
1
Category
Library

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โœฆ Synopsis


Considering Poisson random measures as the driving sources for stochastic (partial) differential equations allows us to incorporate jumps and to model sudden, unexpected phenomena. By using such equations the present book introduces a new method for modeling the states of complex systems perturbed by random sources over time, such as interest rates in financial markets or temperature distributions in a specific region. It studies properties of the solutions of the stochastic equations, observing the long-term behavior and the sensitivity of the solutions to changes in the initial data. The authors consider an integration theory of measurable and adapted processes in appropriate Banach spaces as well as the non-Gaussian case, whereas most of the literature only focuses on predictable settings in Hilbert spaces. The book is intended for graduate students and researchers in stochastic (partial) differential equations, mathematical finance and non-linear filtering and assumes a knowledge of the required integration theory, existence and uniqueness results, and stability theory. The results will be of particular interest to natural scientists and the finance community. Readers should ideally be familiar with stochastic processes and probability theory in general, as well as functional analysis, and in particular the theory of operator semigroups. โ€‹

โœฆ Table of Contents


Front Matter....Pages i-viii
Introduction....Pages 1-4
Preliminaries....Pages 5-23
Stochastic Integrals with Respect to Compensated Poisson Random Measures....Pages 25-86
Stochastic Integral Equations in Banach Spaces....Pages 87-103
Stochastic Partial Differential Equations in Hilbert Spaces....Pages 105-134
Applications....Pages 135-163
Stability Theory for Stochastic Semilinear Equations....Pages 165-193
Back Matter....Pages 195-211

โœฆ Subjects


Probability Theory and Stochastic Processes; Quantitative Finance; Partial Differential Equations


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