the data was collected wrong in some way.
To generalize, it’s also possible that you’re observing survivor effects, i.e., both A and not B (or B and not A) cause the data to appear in your data set.
To generalize, it’s also possible that you’re observing survivor effects, i.e., both A and not B (or B and not A) cause the data to appear in your data set.