Poisson approximation for a sum of dependent indicators: An alternative approach

被引:0
|
作者
Papadatos, N [1 ]
Papathanasiou, V [1 ]
机构
[1] Univ Athens, Dept Math, Sect Stat & Operat Res, Athens 15784, Greece
关键词
totally negatively dependent indicator; Chen-Stein equation; negatively related indicator; Poisson approximation; total variation distance; birthday problem; monotone coupling;
D O I
10.1017/S0001867800011782
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
The random variables X-1, X-2, X, are said to be totally negatively dependent (TND) if and only if the random variables X-i and Sigma(jnot equali) X-j are negatively quadrant dependent for all i. Our main result provides, for TND 0-1 indicators X-1, X-2,...,X-n with P[X-i = 1] = p(i) = 1-P[X-i = 0], an upper bound for the total variation distance between Sigma(i=1)(n) X-i and a Poisson random variable with mean; lambda greater than or equal to Sigma(i=1)(n) p(i). An application to a generalized birthday problem is considered and, moreover, some related results concerning the existence of monotone couplings are discussed.
引用
收藏
页码:609 / 625
页数:17
相关论文
共 50 条