Ergodic behavior of Markov processes : with applications to limit theorems /
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Author / Creator: | Kulik, Alexei, author. |
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Imprint: | Berlin [Germany] : De Gruyter, 2018. ©2018 |
Description: | 1 online resource (268 pages) |
Language: | English |
Series: | De Gruyter Studies in Mathematics, 0179-0986 ; volume 67 De Gruyter studies in mathematics ; 67. |
Subject: | Markov processes -- Textbooks. Ergodic theory. MATHEMATICS -- Applied. MATHEMATICS -- Probability & Statistics -- General. Ergodic theory. Markov processes. Electronic books. Electronic books. Textbooks. |
Format: | E-Resource Book |
URL for this record: | http://pi.lib.uchicago.edu/1001/cat/bib/12018291 |
ISBN: | 9783110458947 3110458942 9783110458718 3110458713 3110458705 9783110458701 9783110458930 3110458934 9783110458701 3110458705 |
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Notes: | Includes bibliographical references (pages 249-254) and author index. Online resource; title from PDF title page (EBSCO, viewed February 6, 2018) |
Summary: | The general topic of this book is the ergodic behavior of Markov processes. A detailed introduction to methods for proving ergodicity and upper bounds for ergodic rates is presented in the first part of the book, with the focus put on weak ergodic rates, typical for Markov systems with complicated structure. The second part is devoted to the application of these methods to limit theorems for functionals of Markov processes. The book is aimed at a wide audience with a background in probability and measure theory. Some knowledge of stochastic processes and stochastic differential equations helps in a deeper understanding of specific examples.--Provided by publisher. |
Other form: | 9783110458718 9783110458947 Print version: Kulik, Alexei. Ergodic behavior of Markov processes. Berlin [Germany] : De Gruyter, 2018 9783110458701 3110458705 |
Standard no.: | 9783110458701 |
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