English

A note on the Kesten--Grincevi\v{c}ius--Goldie theorem

Probability 2016-07-25 v2

Abstract

Consider the perpetuity equation X=DAX+BX \stackrel{\mathcal{D}}{=} A X + B, where (A,B)(A,B) and XX on the right-hand side are independent. The Kesten--Grincevi\v{c}ius--Goldie theorem states that P{X>x}cxκP \{ X > x \} \sim c x^{-\kappa} if EAκ=1E A^\kappa = 1, EAκlog+A<E A^\kappa \log_+ A < \infty, and EBκ<E |B|^\kappa < \infty. We assume that EBν<E |B|^\nu < \infty for some ν>κ\nu > \kappa, and consider two cases (i) EAκ=1E A^\kappa = 1, EAκlog+A=E A^\kappa \log_+ A = \infty; (ii) EAκ<1E A^\kappa < 1, EAt=E A^t = \infty for all t>κt > \kappa. We show that under appropriate additional assumptions on AA the asymptotic P{X>x}cxκ(x)P \{ X > x \} \sim c x^{-\kappa} \ell(x) holds, where \ell is a nonconstant slowly varying function. We use Goldie's renewal theoretic approach.

Keywords

Cite

@article{arxiv.1512.07262,
  title  = {A note on the Kesten--Grincevi\v{c}ius--Goldie theorem},
  author = {Peter Kevei},
  journal= {arXiv preprint arXiv:1512.07262},
  year   = {2016}
}

Comments

17 pages. A slightly shorter version appears in Electronic Communications in Probability