Use of mean residual life in testing departures from exponentiality

被引:6
|
作者
Jammalamadaka, S. Rao
Taufer, Emanuele [1 ]
机构
[1] Univ Trent, Dept Comp & Management Sci, I-38100 Trento, Italy
[2] Univ Calif Santa Barbara, Dept Stat & Appl Probabil, Santa Barbara, CA 93106 USA
关键词
Kolmogorov-Smimov statistic; mean residual life; quantile process; test for exponentiality; Wiener process;
D O I
10.1080/10485250600759454
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 utilize the important characterization that E(X - t vertical bar X > t) is a constant for t epsilon [0, infinity) if and only if X is distributed as an exponential random variable, in order to construct a new test procedure for exponentiality. We discuss asymptotic distribution theory and other properties of the proposed procedure. Simulation studies indicate that the proposed statistic has very good power in a large variety of situations.
引用
收藏
页码:277 / 292
页数:16
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