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Some New Aspects of the Application of Maximum Likelihood to the Calculation of the Dosage Response Curve

 

作者: Jerome Cornfield,   Nathan Mantel,  

 

期刊: Journal of the American Statistical Association  (Taylor Available online 1950)
卷期: Volume 45, issue 250  

页码: 181-210

 

ISSN:0162-1459

 

年代: 1950

 

DOI:10.1080/01621459.1950.10483350

 

出版商: Taylor & Francis Group

 

数据来源: Taylor

 

摘要:

The estimation of the parameters of dosage response curves by the standard probit method is an iterative process beginning with approximations to the parameters and using one or more cycles of computations to “improve” these estimates until they converge. The present paper gives a table and method for computing the maximum likelihood solution which converges more rapidly than the standard probit method. A procedure is presented for obtaining more accurate initial approximations, and the problem of the bias of the maximum likelihood estimates in small samples is considered.

 

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