Studies in the Theory of Random Processes - Hardcover

Skorokhod, A. V.

Hardcover

ISBN 10: 0201070219 ISBN 13: 9780201070217

Publisher: Addison Wesley, 1965

Synopsis

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.

Edition details

• Publisher: Addison Wesley
• Publication date: 1965
• Language: English
• ISBN 10: 0201070219
• ISBN 13: 9780201070217
• Binding: Hardcover
• Edition number: 1
• Number of pages: 199