A type II error occurs when one fails to reject the null hypothesis when the alternative is indeed true. The probability of a type II error is denoted by . Conisder the following test:
Then, by the definition above, the probability of a type II error, is
is not in the rejection region when .
Notice, this is a simple hypothesis test. We can only compute a type II probability for specific values of .