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Recurrence and transience of multidimensional elephant random walks

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abstract

We prove a conjecture by Bertoin that the multi-dimensional elephant random walk on $\mathbb{Z}^d$($d\geq 3$) is transient and the expected number of zeros is finite. We also provide some estimates on the rate of escape. In dimensions $d= 1, 2$, we prove that phase transitions between recurrence and transience occur at $p=(2d+1)/(4d)$. Let $S$ be an elephant random walk with parameter $p$. For $p \leq 3/4$, we provide a Berry-Esseen type bound for properly normalized $S_n$. For $p>3/4$, the distribution of $\lim_{n\to \infty} S_n/n^{2p-1}$ will be studied.

fields

math.PR 1

years

2025 1

verdicts

REJECT 1

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Elephant random walk with polynomially decaying steps

math.PR · 2025-05-01 · reject · novelty 6.0

For an elephant random walk whose k-th step has size k^{-gamma}, the eventual divergence or convergence is governed by gamma_c = max{alpha,1/2}, with quantitative CLT and LIL results in most of the phase diagram.

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  • Elephant random walk with polynomially decaying steps math.PR · 2025-05-01 · reject · none · ref 20 · internal anchor

    For an elephant random walk whose k-th step has size k^{-gamma}, the eventual divergence or convergence is governed by gamma_c = max{alpha,1/2}, with quantitative CLT and LIL results in most of the phase diagram.