Estimation for the scaled half-logistic distribution under Type-I progressively hybrid censoring scheme

被引:2
作者
Wang, Chao [1 ]
Liu, Hong [1 ]
机构
[1] Zhongnan Univ Econ & Law, Sch Math & Stat, Wuhan, Hubei, Peoples R China
关键词
EM algorithm; Half-logistic distribution; MCMC algorithm; Modified acceptance rejection method; Type-I progressively hybrid censoring scheme; EM ALGORITHM; EXPONENTIAL-DISTRIBUTION; STRESS MODEL; INFERENCE; PARAMETERS; LIKELIHOOD; INTERVALS; SAMPLES;
D O I
10.1080/03610926.2017.1291968
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
This paper addresses the estimation for the unknown scale parameter of the half-logistic distribution based on a Type-I progressively hybrid censoring scheme. We evaluate the maximum likelihood estimate (MLE) via numerical method, and EM algorithm, and also the approximate maximum likelihood estimate (AMLE). We use a modified acceptance rejection method to obtain the Bayes estimate and corresponding highest posterior confidence intervals. We perform Monte Carlo simulations to compare the performances of the different methods, and we analyze one dataset for illustrative purposes.
引用
收藏
页码:12045 / 12058
页数:14
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