where Z is a theoretical index determined by a set of explanatory variables
X; F(Z) is the cumulative logistic function; e represents the base of natural logarithms; and P is the probability of success when explanatory variable has the value X. Maximum likelihood estimation technique is used, which is
the most suitable for logit regression