A nonasymptotic inference procedure for Cochran's Q test for the equal
ity of matched proportions is presented. The nonasymptotic method prov
ides improvement over the asymptotic method when there is a small numb
er of subjects and/or a relatively small proportion of successes for s
ubjects.