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Efficient Likelihood Estimators

 

作者: E.L. Lehmann,  

 

期刊: The American Statistician  (Taylor Available online 1980)
卷期: Volume 34, issue 4  

页码: 233-235

 

ISSN:0003-1305

 

年代: 1980

 

DOI:10.1080/00031305.1980.10483036

 

出版商: Taylor & Francis Group

 

关键词: Maximum likelihood;Consistency;Asymptotic efficiency;One-step approximation;Multiparameter exponential family;Multivariate normal distribution

 

数据来源: Taylor

 

摘要:

IfX1, …,Xnare identically and independently distributed, then asnŕ ∞, there exists under suitable regularity conditions a sequence of solutions of the likelihood equation that is consistent and asymptotically efficient. However, this consistent solution is not necessarily the maximum likelihood estimate. Likelihood estimation should therefore emphasize the determination of a consistent sequence of solutions of the likelihood equations rather than maximizing the likelihood. The issues are illustrated on some examples.

 

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