In reply to Richard Montes.

Yes. In my book you can look at the examples that discuss "coverage probaility." The approach is similar to estimating power: simulate many draws from data that satisfy the null hypothesis, run the test on each sample, count the proportion of times that the test rejected the null hypothesis.