Bayesian inference from type II doubly censored Rayleigh data

被引:65
作者
Fernández, AJ [1 ]
机构
[1] Univ La Laguna, DEIOC, Tenerife 38071, Spain
关键词
Bayesian estimation and prediction; HPD estimator and interval; type II double censoring; Rayleigh distribution; reliability function; order statistics;
D O I
10.1016/S0167-7152(00)00021-3
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
In this paper we present a Bayesian approach to inference in reliability studies based on type II doubly censored data from a Rayleigh distribution. We also consider the problem of predicting an independent future sample from the same distribution in a Bayesian setting. The results can be used to predict the failure-time of a k-out-of-m system. Bayes estimators are obtained in nice closed forms. Highest posterior density (HPD) and maximum likelihood (ML) estimators, and HPD intervals can readily be computed using iterative methods. (C) 2000 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:393 / 399
页数:7
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