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On a -Mixing property for Entangled Markov Chains

Physica A: Statistical Mechanics and Its Applications, 2023
Abdessatar Souissi
exaly  

Markov Chain Robustness.

When a Markov chain models nature or social interactions, it is likely not followed exactly, but only approximately. We therefore introduce several notions of robustness for a Markov chain P. Our standard adversary can dynamically change transition probabilities of P by 1 ± ε, and our strong adversary can completely control each transition ...
openaire   +2 more sources

Practical Markov Chain Monte Carlo

Statistical Science, 1992
Charles J. Geyer
exaly  

Exact sampling with coupled Markov chains and applications to statistical mechanics

Random Struct. Algorithms, 1996
J. Propp, D. B. Wilson
semanticscholar   +1 more source

Analysis of a nonreversible Markov chain sampler

Annals of Applied Probability, 2000

exaly  

Finite Markov Chains

, 2005
Glen Baxter, J. Kemeny, J. Snell
semanticscholar   +1 more source

An introduction to hidden Markov models

IEEE ASSP Magazine, 1986
L. Rabiner, B. Juang
semanticscholar   +1 more source

Markov Chains and De-initializing Processes

Scandinavian Journal of Statistics, 2001
Jeffrey S. Rosenthal, Gareth O Roberts
exaly  

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