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Asymptotic expansion and central limit theorem for multiscale piecewise-deterministic Markov processes

Authors :
Pakdaman, Khashayar
Thieullen, Michèle
Wainrib, Gilles
Source :
Stochastic Processes & Their Applications. Jun2012, Vol. 122 Issue 6, p2292-2318. 27p.
Publication Year :
2012

Abstract

Abstract: We consider a general class of piecewise-deterministic Markov processes with multiple time-scales. In line with recent results on the stochastic averaging principle for these processes, we obtain a description of their law through an asymptotic expansion. We further study the fluctuations around the averaged system in the form of a central limit theorem, and derive consequences on the law of the first passage-time. We apply the mathematical results to the Morris–Lecar model with stochastic ion channels. [Copyright &y& Elsevier]

Details

Language :
English
ISSN :
03044149
Volume :
122
Issue :
6
Database :
Academic Search Index
Journal :
Stochastic Processes & Their Applications
Publication Type :
Academic Journal
Accession number :
75355695
Full Text :
https://doi.org/10.1016/j.spa.2012.03.005