Inference based on progressively censored sample from Pareto population

被引:0
作者
Fallah, Lida [1 ]
Golparvar, Leila [1 ]
Parsian, Ahmad [1 ]
机构
[1] Univ Tehran, Sch Math Stat & Comp Sci, Tehran, Iran
关键词
Bayes estimation; Competing risks model; Pareto distribution; Posterior regret Gamma minimax; Progressively Type-II right censored sample; COMMON SCALE PARAMETER; BAYESIAN-INFERENCE; MODEL;
D O I
10.1080/03610926.2013.815778
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 assume that the lifetimes have a two-parameter Pareto distribution and discuss some results of progressive Type-II censored sample. We obtain maximum likelihood estimators and Bayes estimators of the unknown parameters under squared error loss and a precautionary loss functions in progressively Type-II censored sample. Robust Bayes estimation of unknown parameters over three different classes of priors under progressively Type-II censored sample, squared error loss, and precautionary loss functions are obtained. We discuss estimation of unknown parameters on competing risks progressive Type-II censoring. Finally, we consider the problem of estimating the common scale parameter of two Pareto distributions when samples are progressively Type-II censored.
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页码:9 / 24
页数:16
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