Moment Determinacy of Powers and Products of Nonnegative Random Variables

被引:11
|
作者
Lin, Gwo Dong [1 ]
Stoyanov, Jordan [2 ]
机构
[1] Acad Sinica, Inst Stat Sci, Taipei 11529, Taiwan
[2] Newcastle Univ, Sch Math & Stat, Newcastle Upon Tyne NE1 7RU, Tyne & Wear, England
关键词
Stieltjes moment problem; Powers; Products; Hardy's condition; Generalized gamma distribution; Half-logistic distribution; CUBE;
D O I
10.1007/s10959-014-0546-z
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 find conditions which guarantee moment (in)determinacy of powers and products of nonnegative random variables. We establish new and general results which are based either on the rate of growth of the moments of a random variable or on conditions about the distribution itself. For the class of generalized gamma random variables, we show that the power and the product of such variables share the same moment determinacy property. A similar statement holds for half-logistic random variables. Besides answering new questions in this area, we either extend some previously known results or provide new and transparent proofs of existing results.
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页码:1337 / 1353
页数:17
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