Logarithmic tails of sums of products of positive random variables bounded by one

Citation
Ko.odziejek, Bartosz, Logarithmic tails of sums of products of positive random variables bounded by one, Annals of applied probability , 27(2), 2017, pp. 1171-1189
ISSN journal
10505164
Volume
27
Issue
2
Year of publication
2017
Pages
1171 - 1189
Database
ACNP
SICI code
Abstract
In this paper, we show under weak assumptions that for $R\mathop = \limits^d 1 + {M_1} + {M_1}{M_2} + \cdots $, where P(M . [0, 1]) = 1 and Mi are independent copies of M, we have ln.(R > x) ~ Cx ln.(M > 1 - 1/x) as x . .. The constant C is given explicitly and its value depends on the rate of convergence of ln.(M > 1 - 1/x). Random variable R satisfies the stochastic equation $R\mathop = \limits^d 1 + MR$ with M and R independent, thus this result fits into the study of tails of iterated random equations, or more specifically, perpetuities.