Stability theorems and the estimates of the rate of convergence of the components of factorisation for walks defined on the Markov chains

The paper deals with the sums of random variables defined on a homogeneous finite Markov chain. Estimates of the rate of convergence of the components of factorisation are obtained. As a consequence the estimates in stability theorems for some boundary problems are established.