• Title of article

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

  • Author/Authors

    Pakdaman، نويسنده , , Khashayar and Thieullen، نويسنده , , Michèle and Wainrib، نويسنده , , Gilles، نويسنده ,

  • Issue Information
    روزنامه با شماره پیاپی سال 2012
  • Pages
    27
  • From page
    2292
  • To page
    2318
  • 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.
  • Keywords
    Multiscale , Slow-fast , Neuron models with stochastic ion channels , Piecewise-deterministic Markov process , homogenization , Central Limit Theorem , averaging
  • Journal title
    Stochastic Processes and their Applications
  • Serial Year
    2012
  • Journal title
    Stochastic Processes and their Applications
  • Record number

    1578610