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.
点击下载:
PDF (1138KB)
返 回