Markov Chains in the Domain of Attraction of Brownian Motion in Cones

Abstract We consider a multidimensional Markov chain X converging to a multidimensional Brownian motion. We construct a positive harmonic function for X killed on exiting the cone. We show that its asymptotic behaviour is similar to that of the harmonic function of Brownian motion. We use the harmonic function to study the asymptotic behaviour of the tail distribution of the exit time $$\tau $$ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mi>τ</mml:mi> </mml:math> of X from a cone.

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Publication Details

Journal
Journal of Theoretical Probability
Published
2024-11-20
DOI
https://doi.org/10.1007/s10959-024-01369-7
Primary Topic
Stochastic processes and statistical mechanics
Type
article
Field-Weighted Citation Impact
0.00

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article

Markov Chains in the Domain of Attraction of Brownian Motion in Cones

Denis Denisov, Kaiyuan Zhang
Journal of Theoretical Probability
Stochastic processes and statistical mechanics
article

Markov Chains in the Domain of Attraction of Brownian Motion in Cones

Denis Denisov, Kaiyuan Zhang
article en

Abstract

Abstract We consider a multidimensional Markov chain X converging to a multidimensional Brownian motion. We construct a positive harmonic function for X killed on exiting the cone. We show that its asymptotic behaviour is similar to that of the harmonic function of Brownian motion. We use the harmonic function to study the asymptotic behaviour of the tail distribution of the exit time $$\tau $$ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mi>τ</mml:mi> </mml:math> of X from a cone.

Journal of Theoretical ProbabilityVol. 38(1)
University of Manchester (GB)
Leverhulme Trust
Openalex Percentile: Top 65%
Stochastic processes and statistical mechanics
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