The dynamics of stochastic mono-molecular reaction systems in stochastic environments
نویسندگان
چکیده
We study the stochastic dynamics of a system interacting species in environment by means continuous-time Markov chain with transition rates depending on state environment. Models gene regulation systems biology take this form. characterise finite-time distribution chain, provide conditions for ergodicity, and stationary (when it exists) as mixture Poisson distributions. The measure is uniquely identified law fixed point recurrence equation. This recursion crucial statistical computation moments other distributional features.
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ژورنال
عنوان ژورنال: Stochastic Processes and their Applications
سال: 2021
ISSN: ['1879-209X', '0304-4149']
DOI: https://doi.org/10.1016/j.spa.2021.03.010