The Estimation of Logistic Probability Model of Binomial Data: Simulation Comparison| Science Publications

Journal of Mathematics and Statistics

Faris M. Al- Athari¹  Hilmi F. Kittani¹  Zaki. J. Al- Sarraf¹ 

关键词: Maximum likelihood;    newton- raphson approach;    weighted least squares;   

DOI  :  10.3844/jmssp.2008.108.111

学科分类：社会科学、人文和艺术（综合）

来源: Science Publications

【 摘 要 】

Properties of various types of estimators of the regression coefficients in linear logistic regression models were considered. The estimators include those based on maximum likelihood, minimum chi-square and weighted least squares. The results of a large scale simulation investigation evaluating the moment properties of the estimators are presented for the case of logistic model with a single explanatory variable.

【 授权许可】

Unknown