First passage times for perturbed random walks
作者:
Gut Allan,
期刊:
Sequential Analysis
(Taylor Available online 1992)
卷期:
Volume 11,
issue 2
页码: 149-179
ISSN:0747-4946
年代: 1992
DOI:10.1080/07474949208836251
出版商: Marcel Dekker, Inc.
关键词: perturbed random walk;nonlinear renewal theory;first passage time;stopped random walk;overshoot;strong law;central limit theorem;stable law;law of the interated logarithm;uniform integrability;moment convergence;sequential procedure.
数据来源: Taylor
摘要:
Letv(t)t≥ 0, be the first time a perturbed random walk crosses a general non-linear boundary. We provide limit theorems for the first passage times, the stopped perturbed random walk and the overshoot ast→ ∞. In particular, we apply these results to the important case when the perturbed random walk is of the form, where is a random walk whose increments have positive, finite mean andgis positive, continuous and, possibly, has further smoothness properties. The traditional case considered in nonlinear renewal theory is when the summands have finite variance andgis twice continuously differentiable. We also prove some results concerning existence of moments and uniform integrability. A final section contains a number of examples.
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