期刊論文

學年 106
學期 2
出版(發表)日期 2018-05-09
作品名稱 Parameter estimation for the Kumaraswamy distribution based on hybrid censoring
作品名稱(其他語言)
著者 Farha Sultana; Yogesh Mani Tripathi; Manoj Kumar Rastogi; Shuo-Jye Wu
單位
出版者
著錄名稱、卷期、頁數 American Journal of Mathematical and Management Sciences 37(3), p.243-261
摘要 We consider estimation of unknown parameters of a two-parameter Kumaraswamy distribution with hybrid censored samples. We obtain maximum likelihood estimates using an expectation-maximization algorithm. Bayes estimates are derived under the squared error loss function using different approximation methods. In addition, an importance sampling technique is also discussed. Interval estimation is considered as well. We conduct a simulation study to compare the performance of different estimates, and based on this study, recommendations are made. A real data set and a simulated data set are analyzed for illustration purposes.
關鍵字 Bayes estimates;EM algorithm;importance sampling;Lindley method;Tierney and Kadane method
語言 en_US
ISSN
期刊性質 國外
收錄於 EI
產學合作
通訊作者
審稿制度
國別 USA
公開徵稿
出版型式 ,電子版
相關連結

機構典藏連結 ( http://tkuir.lib.tku.edu.tw:8080/dspace/handle/987654321/114923 )