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Moment problems related to the solutions of stochastic differential equations

Lookup NU author(s): Dr Jordan Stoyanov

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Abstract

Our goal is to analyze the moment uniqueness or non-uniqueness of the one-dimensional distributions of the solution processes of It (o) over cap type stochastic differential equations (SDE). We recall some criteria, classical and/or new, and apply them to derive results for the solutions of linear and nonlinear SDEs. Special attention is paid to the Brownian motion, stochastic integrals and geometric Brownian motion. Another possibility is to use the moment convergence theorem (Frechet-Shohat) for finding explicitly the limit one-dimensional distributions of specific processes. Related moment problems are also outlined with the focus on functional transformations of processes and approximations of the solutions of perturbed SDEs.


Publication metadata

Author(s): Stoyanov J

Editor(s): Pasik-Duncan, B.

Publication type: Conference Proceedings (inc. Abstract)

Publication status: Published

Conference Name: Stochastic Theory and Control: Proceedings of a Workshop

Year of Conference: 2002

Pages: 459-469

Date deposited: 04/08/2017

ISSN: 0170-8643

Publisher: Springer

URL: http://dx.doi.org/10.1007/3-540-48022-6_31

DOI: 10.1007/3-540-48022-6_31

Library holdings: Search Newcastle University Library for this item

Series Title: Lecture Notes in Control and Information Sciences

ISBN: 9783540437772


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