Limit theorems for random walks

被引:9
作者
Bendikov, Alexander [1 ]
Cygan, Wojciech [1 ]
Trojan, Bartosz [2 ]
机构
[1] Uniwersytet Wroclawski, Inst Matemat, Pl Grunwaldzki 2-4, PL-50384 Wroclaw, Poland
[2] Wroclaw Univ Technol, Wydzial Matemat, Wyb Wyspianskiego 27, PL-50370 Wroclaw, Poland
基金
奥地利科学基金会;
关键词
Asymptotic formula; Random walk; Regular variation; Subordination; Strong ratio limit theorem; Functional limit theorem;
D O I
10.1016/j.spa.2017.02.008
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
We consider a random walk S-tau which is obtained from the simple random walk S by a discrete time version of Bochner's subordination. We prove that under certain conditions on the subordinator tau appropriately scaled random walk S-tau converges in the Skorohod space to the symmetric alpha-stable process B-alpha We also prove asymptotic formula for the transition function of S-tau similar to the Polya's asymptotic formula for B-alpha. (C) 2017 Elsevier B.V. All rights reserved.
引用
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页码:3268 / 3290
页数:23
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