Statistics of transitions for Markov chains with periodic forcing

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TitreStatistics of transitions for Markov chains with periodic forcing
Type de publicationJournal Article
Year of Publication2015
AuteursHerrmann S, Landon D
JournalSTOCHASTICS AND DYNAMICS
Volume15
Pagination1550022
Date PublishedDEC
Type of ArticleArticle
ISSN0219-4937
Mots-cléscentral limit theorem, Floquet multipliers, large time asymptotic, Markov chain, stochastic resonance
Résumé

The influence of a time-periodic forcing on stochastic processes can essentially be emphasized in the large time behaviour of their paths. The statistics of transition in a simple Markov chain model permits to quantify this influence. In particular a functional Central Limit Theorem can be proven for the number of transitions between two states chosen in the whole finite state space of the Markov chain. An application to the stochastic resonance is presented.

DOI10.1142/S0219493715500227