Although it is often true that the association between two variables m
ay be due to some unobserved third variable, the plausiblity of such a
rguments needs careful examination. In 1987, a Canadian court accepted
an explanation offered by the National Revenue Service of Canada that
, in a test for promotion, lower pass rates among women than among men
were explained by differences in rates of college attendance, a varia
ble that was not directly observed by the court. We show that this exp
lanation is not merely implausible. It is impossible. We conclude with
a brief discussion of the role of a statistician in an argument invol
ving an unobserved variable.