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On Stochastic Change Of Parameters For Stochastic Integrals With Parameters

Posted on:2019-09-13Degree:MasterType:Thesis
Country:ChinaCandidate:C WangFull Text:PDF
GTID:2370330545998033Subject:Probability theory and mathematical statistics
Abstract/Summary:PDF Full Text Request
A stochastic integral is the integral of a stochastic process with respect to another stochastic process.For a stochastic integral with the integrand containing a parameter,under what conditions can the operation of integration and the operation of replacing the parameter with a raindom variable commutate?Such a question is meaningful both in theory and in application.In this thesis,we aim at looking for an answer to the above question.By tak-ing a deep examination of stochastic integrals with integrands containing parameters,we obtain several sets of sufficient conditions for the above-mentioned operations to commutate,respectively in the three cases listed below:· The integrator is Brown motion,while the integrand is a continuous adapted pro-cess;· The integrator is Brown motion,while the integrand is a square integrable adapted process;· The integrator M is a continuous L2-martingale,while the integrand is an M-square integrable predictable process.Examples are given to show the usefulness and efficiency of our conditions,and some other results are also proven of stochastic integrals containing parameters.
Keywords/Search Tags:Brown motion, Martingale, Stochastic integral, Parameter, Random replacing of parameter
PDF Full Text Request
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