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Limit theorems for a Markov model of autoregulated gene expression
- Source :
- AIP Conference Proceedings.
- Publication Year :
- 2019
- Publisher :
- AIP Publishing, 2019.
-
Abstract
- The main goal of this paper is to establish a criterion on the exponential ergodicity in the bounded Lipschitz distance, the strong law of large numbers (SLLN) and the central limit theorem (CLT) for a certain class of Markov chains, taking values in a Polish space. The examined dynamical systems provide a mathematical framework for modelling the stochastic dynamics of single-gene autoregulation in bacterium.The main goal of this paper is to establish a criterion on the exponential ergodicity in the bounded Lipschitz distance, the strong law of large numbers (SLLN) and the central limit theorem (CLT) for a certain class of Markov chains, taking values in a Polish space. The examined dynamical systems provide a mathematical framework for modelling the stochastic dynamics of single-gene autoregulation in bacterium.
Details
- ISSN :
- 0094243X
- Database :
- OpenAIRE
- Journal :
- AIP Conference Proceedings
- Accession number :
- edsair.doi...........9fc65c90b6c342275d62324c5bebb58a