We can never be sure whether or not we have made a Type 1 error , so we set alpha because that sets the probability that a Type 1 error might occur . Similarly , we can never be sure if we have made a Type 2 error . To control for this possibility we should a) increase the sample size b) state that "we cannot reject the null hypothesis" c) make alpha less stringent d) state that " we can reject the null hypothesis