Prediction Interval of the Future Observations of the Exponential Distribution under Multiply TypeⅡCensoring
學年 108
學期 1
出版（發表）日期 2019-08-01
作品名稱 Prediction Interval of the Future Observations of the Exponential Distribution under Multiply TypeⅡCensoring
作品名稱（其他語言）
著者 Wu, Shu Fei
單位
出版者
著錄名稱、卷期、頁數 ICIC Express Letters 9(12), p.3245-3249
摘要 Wu utilized the general weighted moments estimator (GWMEs) of the scale parameter of the one-parameter exponential distribution to construct the prediction intervals of the future observations under multiply type II censoring. Since two-parameter exponential distribution has better application for fitting data than one-parameter exponential distribution, Wu proposed the general weighted moments estimator (GWMEs) of the scale parameter for two-parameter exponential distribution and claimed that the proposed estimator outperforms the other 14 estimators including 12 weighted moments estimators proposed by Wu and Yang and approximate maximum likelihood estimator (AMLE) by Balakrishnan and the best linear unbiased estimator (BLUE) by Balasubramanian and Balakrishnan in terms of the exact mean squared errors (MSEs) in most cases. For two-parameter exponential distribution, we use the GWMEs to construct the pivotal quantities for the use of the prediction intervals of future observation. At last, one real life example is given to demonstrate the prediction intervals based on the GWMEs.
關鍵字 Type II multiply censored sample;Exponential distribution;General weighted moments estimator;Prediction interval
語言 en
ISSN 1881-803X
期刊性質 國外
收錄於 EI
產學合作
通訊作者 Wu, Shu Fei
審稿制度 是
國別 TWN
公開徵稿
出版型式 ,電子版
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機構典藏連結 ( http://tkuir.lib.tku.edu.tw:8080/dspace/handle/987654321/108052 )

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