A graduate program wants to know the association between this year's graduate student body and gender. 0=not accepted and 1 = accepted. Using the following data, what is the null deviance and residual deviance and what do they mean?

Gender: "female", "male", "female", "male", "female", "male", "female", "male", "female", "male", "male", "female", "female", "female", "male"

Accepted or not Accepted: 1, 0, 1, 0, 0, 1,1,0, 1, 0, 0, 1, 1, 1, 1

Group of answer choices

The null deviance is 20.190 and residual deviance is 14.404, which can mean not significant since the the residual is lower than the null and lower is a sign of a lack of association.

The null deviance is 14.404 and residual deviance is 20.190, which can mean significance since the the residual is higher than the null and higher is better.

The null deviance is 14.404 and residual deviance is 20.190, which does not mean significance since the the residual is higher than the null and higher is worse.

The null deviance is 20.190 and residual deviance is 14.404, which can mean significance since the the residual is lower than the null and lower is better.