Further Properties and Estimations of Exponentiated Generalized Linear Exponential Distribution
學年 110
學期 1
出版（發表）日期 2021-12-20
作品名稱 Further Properties and Estimations of Exponentiated Generalized Linear Exponential Distribution
作品名稱（其他語言）
著者 Chien-Tai Lin; Yu Liu; Yun-Wei Li; Zhi-Wei Chen; Hassan M. Okasha
單位
出版者
著錄名稱、卷期、頁數 mathematics 9(24), 3328
摘要 The recent exponentiated generalized linear exponential distribution is a generalization of the generalized linear exponential distribution and the exponentiated generalized linear exponential distribution. In this paper, we study some statistical properties of this distribution such as negative moments, moments of order statistics, mean residual lifetime, and their asymptotic distributions for sample extreme order statistics. Different estimation procedures include the maximum likelihood estimation, the corrected maximum likelihood estimation, the modified maximum likelihood estimation, the maximum product of spacing estimation, and the least squares estimation are compared via a Monte Carlo simulation study in terms of their biases, mean squared errors, and their rates of obtaining reliable estimates. Recommendations are made from the simulation results and a numerical example is presented to illustrate its use for modeling a rainfall data from Orlando, Florida.
關鍵字 corrected maximum likelihood estimation;least squares estimation;maximum likelihood estimation;maximum product of spacing estimation;Monte Carlo simulation
語言 en_US
ISSN 2227-7390
期刊性質 國外
收錄於 SCI
產學合作
通訊作者 Chien-Tai Lin
審稿制度 是
國別 CHE
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/987654321/122348 )

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