In logistic regression there is no proxy for goodness of fit test as in OLS regression, because there is no adjusted
R square. Controversially, the presence of a relationship between the dependent variable and independent
variables is based on statistical significance of the model’s chi-square. The chi-square goodness of fit tests the
null hypothesis that the dependent variable is predicted by only including the constant. The probability of the
model’s chi-square (5.104) is less than .001. Therefore, the null hypothesis that there is no difference between