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Mathematical Aspects of Mixing Times in Markov Chains
Language: en
Pages: 133
Authors: Ravi R. Montenegro
Categories: Computers
Type: BOOK - Published: 2006 - Publisher: Now Publishers Inc

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Mathematical Aspects of Mixing Times in Markov Chains is a comprehensive, well-written review of the subject that will be of interest to researchers and student
Introduction to Markov Chains
Language: en
Pages: 237
Authors: Ehrhard Behrends
Categories: Mathematics
Type: BOOK - Published: 2014-07-08 - Publisher: Vieweg+Teubner Verlag

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Besides the investigation of general chains the book contains chapters which are concerned with eigenvalue techniques, conductance, stopping times, the strong M
Markov Chains and Mixing Times
Language: en
Pages: 465
Authors: David A. Levin
Categories: Mathematics
Type: BOOK - Published: 2017-10-31 - Publisher: American Mathematical Soc.

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This book is an introduction to the modern theory of Markov chains, whose goal is to determine the rate of convergence to the stationary distribution, as a func
Markov Chains and Stochastic Stability
Language: en
Pages: 623
Authors: Sean Meyn
Categories: Mathematics
Type: BOOK - Published: 2009-04-02 - Publisher: Cambridge University Press

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New up-to-date edition of this influential classic on Markov chains in general state spaces. Proofs are rigorous and concise, the range of applications is broad
Non-negative Matrices and Markov Chains
Language: en
Pages: 295
Authors: E. Seneta
Categories: Mathematics
Type: BOOK - Published: 2006-07-02 - Publisher: Springer Science & Business Media

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Since its inception by Perron and Frobenius, the theory of non-negative matrices has developed enormously and is now being used and extended in applied fields o