English

Stochastic recursions: between Kesten's and Grincevi\v{c}ius-Grey's assumptions

Probability 2020-12-16 v3

Abstract

We study the stochastic recursion Xn=Ψn(Xn1)X_n=\Psi_n(X_{n-1}), where (Ψn)n1(\Psi_n)_{n\geq 1} is a sequence of i.i.d. random Lipschitz mappings close to the random affine transformation xAx+Bx\mapsto Ax+B. We describe the tail behaviour of the stationary solution XX under the assumption that there exists α>0\alpha>0 such that EAα=1\mathbb{E} |A|^{\alpha}=1 and the tail of BB is regularly varying with index α<0-\alpha<0. We also find the second order asymptotics of the tail of XX when Ψ(x)=Ax+B\Psi(x)=Ax+B.

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))