TY  - JOUR
AU  - Al- Sarraf, Zaki. J. 
AU  - Al- Athari, Faris M. 
AU  - Kittani, Hilmi F. 
PY  - 2008
TI  - The Estimation of Logistic Probability Model of Binomial Data: Simulation Comparison 
JF  - Journal of Mathematics and Statistics
VL  - 4
IS  - 2
DO  - 10.3844/jmssp.2008.108.111
UR  - https://thescipub.com/abstract/jmssp.2008.108.111
AB  - 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.