Suppose the following: According to a fixed statistical model , a pair of hypotheses and , and a -level test of the form

Question

we observe the sample and compute the -value to be . Here is a test statistic, and is a threshold constant.

For each of the following groups of statements, select the one that is necessarily true. If there is none, select "None of the above."

Which of the following is necessarily true?