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Published by Springer International Publishing AG, Cham, 2023
ISBN 10: 3031326008 ISBN 13: 9783031326004
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Paperback. Condition: new. Paperback. This book extends the local central limit theorem to Markov chains whose state spaces and transition probabilities are allowed to change in time. Such chains are used to model Markovian systems depending on external time-dependent parameters. The book develops a new general theory of local limit theorems for additive functionals of Markov chains, in the regimes of local, moderate, and large deviations, and provides nearly optimal conditions for the classical expansions, as well as asymptotic corrections when these conditions fail. Applications include local limit theorems for independent but not identically distributed random variables, Markov chains in random environments, and time-dependent perturbations of homogeneous Markov chains.The inclusion of appendices with background material, numerous examples, and an account of the historical background of the subject make this self-contained book accessible to graduate students. It will also be useful for researchers in probability and ergodic theory who are interested in asymptotic behaviors, Markov chains in random environments, random dynamical systems and non-stationary systems. This book extends the local central limit theorem to Markov chains whose state spaces and transition probabilities are allowed to change in time. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.
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Taschenbuch. Condition: Neu. Local Limit Theorems for Inhomogeneous Markov Chains | Dmitry Dolgopyat (u. a.) | Taschenbuch | Lecture Notes in Mathematics | xiii | Englisch | 2023 | Springer | EAN 9783031326004 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu.
Language: English
Published by Springer International Publishing AG, Cham, 2023
ISBN 10: 3031326008 ISBN 13: 9783031326004
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Paperback. Condition: new. Paperback. This book extends the local central limit theorem to Markov chains whose state spaces and transition probabilities are allowed to change in time. Such chains are used to model Markovian systems depending on external time-dependent parameters. The book develops a new general theory of local limit theorems for additive functionals of Markov chains, in the regimes of local, moderate, and large deviations, and provides nearly optimal conditions for the classical expansions, as well as asymptotic corrections when these conditions fail. Applications include local limit theorems for independent but not identically distributed random variables, Markov chains in random environments, and time-dependent perturbations of homogeneous Markov chains.The inclusion of appendices with background material, numerous examples, and an account of the historical background of the subject make this self-contained book accessible to graduate students. It will also be useful for researchers in probability and ergodic theory who are interested in asymptotic behaviors, Markov chains in random environments, random dynamical systems and non-stationary systems. This book extends the local central limit theorem to Markov chains whose state spaces and transition probabilities are allowed to change in time. Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability.
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Published by American Mathematical Society, 2015
ISBN 10: 1470411121 ISBN 13: 9781470411121
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Published by Springer, Berlin|Springer International Publishing|United States-Israel Binational Science Foundation|Springer, 2023
ISBN 10: 3031326008 ISBN 13: 9783031326004
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. This book extends the local central limit theorem to Markov chains whose state spaces and transition probabilities are allowed to change in time. Such chains are used to model Markovian systems depending on external time-dependent parameters. The book devel.
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Published by Springer, Palgrave Macmillan Aug 2023, 2023
ISBN 10: 3031326008 ISBN 13: 9783031326004
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Taschenbuch. Condition: Neu. This item is printed on demand - Print on Demand Titel. Neuware -This book extends the local central limit theorem to Markov chains whose state spaces and transition probabilities are allowed to change in time. Such chains are used to model Markovian systems depending on external time-dependent parameters. The book develops a new general theory of local limit theorems for additive functionals of Markov chains, in the regimes of local, moderate, and large deviations, and provides nearly optimal conditions for the classical expansions, as well as asymptotic corrections when these conditions fail. Applications include local limit theorems for independent but not identically distributed random variables, Markov chains in random environments, and time-dependent perturbations of homogeneous Markov chains.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 356 pp. Englisch.