Interval Estimation for the Pareto Distribution Based on the Progressive Type II Censored Sample
學年 98
學期 2
出版（發表）日期 2010-04-01
作品名稱 Interval Estimation for the Pareto Distribution Based on the Progressive Type II Censored Sample
作品名稱（其他語言）
著者 Wu, Shu-Fei
單位 淡江大學統計學系
出版者 Abingdon: Taylor & Francis
著錄名稱、卷期、頁數 Journal of Statistical Computation and Simulation 80(4), pp.463-474
摘要 For the complete sample and the right Type II censored sample, Chen [Joint confidence region for the parameters of Pareto distribution. Metrika 44 (1996), pp. 191–197] proposed the interval estimation of the parameter θ and the joint confidence region of the two parameters of Pareto distribution. This paper proposed two methods to construct the confidence region of the two parameters of the Pareto distribution for the progressive Type II censored sample. A simulation study comparing the performance of the two methods is done and concludes that Method 1 is superior to Method 2 by obtaining a smaller confidence area. The interval estimation of parameter ν is also given under progressive Type II censoring. In addition, the predictive intervals of the future observation and the ratio of the two future consecutive failure times based on the progressive Type II censored sample are also proposed. Finally, one example is given to illustrate all interval estimations in this paper.
關鍵字 progressive Type II censoring; Pareto distribution
語言 en
ISSN 0094-9655; 1563-5163
期刊性質 國外
收錄於 SSCI SCI
產學合作
通訊作者 Wu, Shu-Fei
審稿制度
國別 GBR
公開徵稿
出版型式 紙本
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