The potential function and ladder variables of a recurrent random walk on $\mathbb{Z}$ with infinite variance
Kohei Uchiyama

TL;DR
This paper investigates the potential function and ladder variables of a recurrent one-dimensional integer lattice random walk with infinite variance, providing formulas, asymptotic estimates, and criteria for boundedness related to hitting probabilities.
Contribution
It introduces a formula linking hitting distributions with the potential function and derives asymptotic behaviors and boundedness criteria for the potential function in the infinite variance setting.
Findings
Derived a formula relating hitting distribution to the potential function.
Established asymptotic estimates for the potential function.
Provided criteria for the boundedness of the potential function on a half-line.
Abstract
We consider a recurrent random walk of i.i.d. increments on the one-dimensional integer lattice and obtain a formula relating the hitting distribution of a half-line with the potential function, , of the random walk. Applying it, we derive an asymptotic estimate of and thereby a criterion for to be bounded on a half-line. The application is also made to estimate some hitting probabilities as well as to derive asymptotic behaviour for large times of the walk conditioned never to visit the origin.
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Taxonomy
TopicsStochastic processes and statistical mechanics · Probability and Risk Models · Markov Chains and Monte Carlo Methods
