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On a Stein method based approximation for a two-dimensional Markov chain

Volume 49 / 2022

Yingdong Lu Applicationes Mathematicae 49 (2022), 147-163 MSC: Primary 60J22; Secondary 35Q62. DOI: 10.4064/am2468-11-2022 Published online: 2 January 2023

Abstract

We study an approximation method of stationary characters of a two-dimensional Markov chain via the Stein method. For this purpose, innovative methods are developed to estimate the moments of the Markov chain as well as the solution to the Poisson equation with a partial differential operator.

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