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Parameters estimation and application of generalized exponential distribution under grouped and right-censored data
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作者 Yuzhu TIAN Maozai TIAN Ping CHEN 《Frontiers of Mathematics in China》 CSCD 2023年第3期165-174,共10页
Generalized exponential distribution is a class of important distribution in lifedata analysis,especially in some skewed lifedata.The Parameter estimation problem for generalized exponential distribution model with gr... Generalized exponential distribution is a class of important distribution in lifedata analysis,especially in some skewed lifedata.The Parameter estimation problem for generalized exponential distribution model with grouped and right-censored data is considered.The maximum likelihood estimators are obtained using the EM algorithm.Some simulations are carried out to illustrate that the proposed algorithm is effective for the model.Finally,a set of medicine data is analyzed by generalized exponential distribution. 展开更多
关键词 Generalized exponential distribution grouped and right-censored data EM algorithm
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