Studies in the Theory of Random Processes
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Book Overview
This text is devoted to the development of certain probabilistic methods in the specific field of stochastic differential equations and limit theorems for Markov processes. Specialists, researchers, and students in the field of probability will find it a source of important theorems as well as a remarkable amount of advanced material in compact form. The treatment begins by introducing the basic facts of the theory of random processes and constructing the auxiliary apparatus of stochastic integrals. All proofs are presented in full. Succeeding chapters explore the theory of stochastic differential equations, permitting the construction of a broad class of Markov processes on the basis of simple processes. The final chapters are devoted to various limit theorems connected with the convergence of a sequence of Markov chains to a Markov process with continuous time. Topics include the probability method of estimating how fast the sequence converges in the limit theorems and the precision of the limit theorems.
Format:Paperback
Language:English
ISBN:0486642402
ISBN13:9780486642406
Release Date:October 2017
Publisher:Dover Publications
Length:208 Pages
Weight:0.55 lbs.
Dimensions:0.4" x 5.5" x 8.4"
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