Regression analysis is a statistical method that is most widely used in various fields, as it provides a conceptually simple to investigate the functional relationship between variables. That relationship is expressed in equation form or model that links between responses and one or more independent variables [1]. The use of maximum likelihood method (MLE) is to estimate the parameters of binomial logistic regression models, such as [2] have examined the existence (existence) and uniqueness (uniqueness) of the maximum likelihood estimator for the two parameters of the binomial distribution. Similarly, [3] has been looking for a function of expectations of maximum likelihood estimators for the coefficients in a logistic regression model of the two parameters. Similarly, [4] using the MLE for parameter estimation random binomial logistic regression model housing satisfaction.
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