Stochastic recursions: between Kesten's and Grincevi\v{c}ius-Grey's assumptions
Probability
2020-12-16 v3
Abstract
We study the stochastic recursion , where is a sequence of i.i.d. random Lipschitz mappings close to the random affine transformation . We describe the tail behaviour of the stationary solution under the assumption that there exists such that and the tail of is regularly varying with index . We also find the second order asymptotics of the tail of when .
Keywords
Cite
@article{arxiv.1701.02625,
title = {Stochastic recursions: between Kesten's and Grincevi\v{c}ius-Grey's assumptions},
author = {Ewa Damek and Bartosz Kołodziejek},
journal= {arXiv preprint arXiv:1701.02625},
year = {2020}
}
Comments
31 pages. Presentation of results and the whole manuscript have been reworked substantially. Part of the previous version of manuscript was moved to arXiv:1812.04496 (Electron. Commun. Probab. 23 (2018))