Hypothesis testing in logistic regression involves reasoning by contradiction.
The first assumption or the null hypothesis is that,the predictor coefficient is zero in the
population.Hypothesis test tell whether there is sufficient evidence in the sample data
to reject the null hypothesis and therefore to accept the alternative hypothesis that the
predictor variable coefficient differ from zero. Confidence intervals can be used for
hypothesis testing as well as for regression coefficients.