Exact Bayesian variable sampling plans for the exponential distribution based on Type-I and Type-II hybrid censored samples
學年 96
學期 2
出版（發表）日期 2008-06-01
作品名稱 Exact Bayesian variable sampling plans for the exponential distribution based on Type-I and Type-II hybrid censored samples
作品名稱（其他語言）
著者 林千代; Lin, Chien-tai; Huang, Yen-lung; Balakrishnan, N.
單位 淡江大學數學學系
出版者 Taylor & Francis
著錄名稱、卷期、頁數 Communications in Statistics: Simulation and Computation 37(6), pp.1101-1116
摘要 A sampling plan with a polynomial loss function for the exponential distribution is considered. From the distribution of the maximum likelihood estimator of the mean of an exponential distribution based on Type-I and Type-II hybrid censored samples, we obtain an explicit expression for the Bayes risk of a sampling plan with a quadratic loss function. Some numerical examples and comparisons are given to illustrate the effectiveness of the proposed method, and a robustness study reveals that the proposed optimal sampling plans are quite robust.
關鍵字 Bayes risk; Efficiency; Exponential distribution; Hybrid censoring; Maximum likelihood estimates; Polynomial loss function; Robustness; Sampling plan
語言 en
ISSN 0361-0918
期刊性質 國外
收錄於 SCI
產學合作
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審稿制度
國別
公開徵稿
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