On Distributional Properties of Perpetuities

被引:39
|
作者
Alsmeyer, Gerold [2 ]
Iksanov, Alex [1 ]
Roesler, Uwe [3 ]
机构
[1] Natl T Shevchenko Univ, Fac Cybernet, UA-01033 Kiev, Ukraine
[2] Univ Munster, Inst Stat Math, D-48149 Munster, Germany
[3] Univ Kiel, D-24098 Kiel, Germany
关键词
Perpetuity; Continuity of distribution; Atom; Moment; Exponential moment; Abscissa of convergence; BERNOULLI CONVOLUTIONS; FIXED-POINTS; CONTINUITY; TRANSFORMS; VARIABLES; FAMILY;
D O I
10.1007/s10959-008-0156-8
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 study probability distributions of convergent random series of a special structure, called perpetuities. By giving a new argument, we prove that such distributions are of pure type: degenerate, absolutely continuous, or continuously singular. We further provide necessary and sufficient criteria for the finiteness of p-moments, p > 0, as well as exponential moments. In particular, a formula for the abscissa of convergence of the moment generating function is provided. The results are illustrated with a number of examples at the end of the article.
引用
收藏
页码:666 / 682
页数:17
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