In hypothesis testing, 2 correct decisions are possible: identify the population parameter of interest.,Rejecting the null hypothesis when the null hypothesis is false. A hypothesis, or assumption, can be discarded or reformulated if the sample data is found to be inconsistent with the hypothesis. A statistical hypothesis test requires that we,Not rejecting the null hypothesis when it is true.,determine whether it is a one- or a two-tailed test