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