Title of article :
Large deviations and related problems for absorbing Markov chains
Author/Authors :
Chen، نويسنده , , Jinwen and Deng، نويسنده , , Xiaoxue، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2013
Abstract :
In this paper, large deviations and their connections with several other fundamental topics are investigated for absorbing Markov chains. A variational representation for the Dirichlet principal eigenvalues is given by the large deviation approach. Kingman’s decay parameters and mean ratio quasi-stationary distributions of the chains are also characterized by the large deviation rate function. As an application of these results, we interpret the “stationarity” of mean ratio quasi-stationary distributions via a concrete example. An application to quasi-ergodicity is also discussed.
Keywords :
Principal eigenvalue , Large deviation , Decay parameter , Absorbing Markov chain , Quasi-stationary distribution
Journal title :
Stochastic Processes and their Applications
Journal title :
Stochastic Processes and their Applications