Transition phenomena for ladder epochs of random walks with small negative drift

Mathematics – Probability

Scientific paper

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27 pages

Scientific paper

For a family of random walks $\{S^{(a)}\}$ satisfying
$\mathbf{E}S_1^{(a)}=-a<0$ we consider ladder epochs $\tau^{(a)}=\min\{k\geq1:
S_k^{(a)}<0\}$. We study the asymptotic, as $a\to0$, behaviour of
$\mathbf{P}(\tau^{(a)}>n)$ in the case when $n=n(a)\to\infty$. As a consequence
we obtain also the growth rates of the moments of $\tau^{(a)}$.

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