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SHARP ENTRYWISE PERTURBATION BOUNDS FOR MARKOV CHAINS

For many Markov chains of practical interest, the invariant distribution is extremely sensitive to perturbations of some entries of the transition matrix, but insensitive to others; we give an example of such a chain, motivated by a problem in computational statistical physics. We have derived pertu...

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Detalhes bibliográficos
Publicado no:SIAM J Matrix Anal Appl
Main Authors: THIEDE, ERIK, VAN KOTEN, BRIAN, WEARE, JONATHAN
Formato: Artigo
Idioma:Inglês
Publicado em: 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4610747/
https://ncbi.nlm.nih.gov/pubmed/26491218
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1137/140987900
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