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Markov Chains and Invariant Probabilities

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Markov Chains and Invariant Probabilities - Hernández-Lerma, Onésimo, and Lasserre, Jean B
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This book concerns discrete-time homogeneous Markov chains that admit an invariant probability measure. The main objective is to give a systematic, self-contained presentation on some key issues about the ergodic behavior of that class of Markov chains. These issues include, in particular, the various types of convergence of expected and pathwise occupation measures, and ergodic decompositions of the state space.

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Markov Chains and Invariant Probabilities 2012, Birkhauser, Basel

ISBN-13: 9783034894081

Trade paperback

Markov Chains and Invariant Probabilities 2003, Birkhauser, Basel

ISBN-13: 9783764370008

2003 edition

Hardcover