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Asymptotic properties and expectation-maximization algorithm for maximum likelihood estimates of the parameters from Weibull-Logarithmic model 被引量:2
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作者 gui wen-hao ZHANG Huai-nian 《Applied Mathematics(A Journal of Chinese Universities)》 SCIE CSCD 2016年第4期425-438,共14页
In this article, we consider a lifetime distribution, the Weibull-Logarithmic distri- bution introduced by [6]. We investigate some new statistical characterizations and properties. We develop the maximum likelihood i... In this article, we consider a lifetime distribution, the Weibull-Logarithmic distri- bution introduced by [6]. We investigate some new statistical characterizations and properties. We develop the maximum likelihood inference using EM algorithm. Asymptotic properties of the MLEs are obtained and extensive simulations are conducted to assess the performance of parameter estimation. A numerical example is used to illustrate the application. 展开更多
关键词 Maximum likelihood estimate EM algorithm Fisher information Order statistics Asymptoticproperties.
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