F test for regression relation

Dear all,

I would like to perform an F test to test whether there is a regression relation between the response variable y and the set of X variables.

In other words I need MSR and MSE output from glmfit to calculate the F statistic.

here is the exact regression specification:

[B,D,STATS] = glmfit(X, y, 'binomial', 'link', 'logit');

I would appreciate any help.

Thank you

Leo