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Title: Properties of estimators of parameters in logistic regression models
Authors: Al-Sarraf, Z
Young, D H
Issue Date: 1985
Publisher: Brunel University
Citation: Maths Technical Papers (Brunel University).May 1985 , pp 1-11
Series/Report no.: ;TR/05/85
Abstract: Properties of various types of estimators of the regression coefficients in linear logistic regression models are considered. The estimators include those based on maximum likelihood, minimum chi-square and weighted least squares. Theoretical approximations to the biases of the estimators are developed. The results of a large scale simulation investigation evaluating the moment properties of the estimators are presented for the case of a logistic model with a single explanatory variable.
Appears in Collections:Dept of Mathematics Research Papers
Mathematical Sciences

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