I'm attempting to run a logit model on longitudinal data and am getting the message that one of my variables predicts failure perfectly. A number of observations are then excluded from the model and I get no estimation for the aforementioned variable. When I run a crosstab of the predictor variable and the binary outcome, however, it does not appear that it should predict failure perfectly.
Can anyone tell me what's going on here?