Using elementary methods, we prove that for a countable Markov chain P of ergodic degree d > 0 the rate of convergence towards the stationary distribution is subgeometric of order n^−d, provided the initial distribution satisfies certain conditions of asymptotic decay. An example, modelling a renewal process and providing a markovian approximation scheme in dynamical system theory, is worked out in detail, illustrating the relationships between conver- gence behaviour, analytic properties of the generating functions associated to transition probabilities and spectral properties of the Markov operator P on the Banach space \ell_1. Explicit conditions allowing to obtain the actual asymptotics for the rate of convergence are also discussed
For Lp convergence rates of a time homogeneous Markov process, sufficient conditions are given in te...
International audienceLet $(X_n)_{n \in\mathbb{N}}$ be a $V$-geometrically ergodic Markov chain on a...
AbstractWe provide a condition in terms of a supermartingale property for a functional of the Markov...
Using elementary methods, we prove that for a countable Markov chain P of ergodic degree d > 0 the r...
We give computable bounds on the rate of convergence of the transition probabil-ities to the station...
We improve the results from [Lindvall, T., 1979. On coupling of discrete renewal processes. Z. Wahrs...
The goal of this paper is to give a short and self contained proof of general bounds for subgeometri...
The aim of this minicourse is to provide a number of tools that allow one to de-termine at which spe...
AbstractWe study the necessary and sufficient conditions for a finite ergodic Markov chain to conver...
Let (Phi(t))(t is an element of R+) be a Harris ergodic continuous-time Markov process on a general ...
AbstractA necessary and sufficient condition for a finite ergodic homogeneous Markov chain to conver...
AbstractFor finite Markov chains the eigenvalues of P can be used to characterize the chain and also...
International audienceLet Q be a transition probability on a measurable space E which admits an inva...
We continue the work of improving the rate of convergence of ergodic homogeneous Markov chains. The ...
We provide a condition for f-ergodicity of strong Markov processes at a subgeometric rate. This cond...
For Lp convergence rates of a time homogeneous Markov process, sufficient conditions are given in te...
International audienceLet $(X_n)_{n \in\mathbb{N}}$ be a $V$-geometrically ergodic Markov chain on a...
AbstractWe provide a condition in terms of a supermartingale property for a functional of the Markov...
Using elementary methods, we prove that for a countable Markov chain P of ergodic degree d > 0 the r...
We give computable bounds on the rate of convergence of the transition probabil-ities to the station...
We improve the results from [Lindvall, T., 1979. On coupling of discrete renewal processes. Z. Wahrs...
The goal of this paper is to give a short and self contained proof of general bounds for subgeometri...
The aim of this minicourse is to provide a number of tools that allow one to de-termine at which spe...
AbstractWe study the necessary and sufficient conditions for a finite ergodic Markov chain to conver...
Let (Phi(t))(t is an element of R+) be a Harris ergodic continuous-time Markov process on a general ...
AbstractA necessary and sufficient condition for a finite ergodic homogeneous Markov chain to conver...
AbstractFor finite Markov chains the eigenvalues of P can be used to characterize the chain and also...
International audienceLet Q be a transition probability on a measurable space E which admits an inva...
We continue the work of improving the rate of convergence of ergodic homogeneous Markov chains. The ...
We provide a condition for f-ergodicity of strong Markov processes at a subgeometric rate. This cond...
For Lp convergence rates of a time homogeneous Markov process, sufficient conditions are given in te...
International audienceLet $(X_n)_{n \in\mathbb{N}}$ be a $V$-geometrically ergodic Markov chain on a...
AbstractWe provide a condition in terms of a supermartingale property for a functional of the Markov...