In: Statistics and Probability
consider which step of the hypothesis test procedure makes a decision on the statistical hypothesis and which step determines the substantive nature of the results of the hypothesis test?
(1)
Question:
Which step of the hypothesis test procedure makes a decision on the statistical hypothesis?
The following are the steps of Hypothesis Testing:
Step 1: Specify Null Hypothesis and Alternative Hypothesis
Step 2: Set the Significance Level ()
Step 3: Calculated Test Statistic and corresponding p - value
Step 4: Drawing a conclusion whether to Fail to reject Null Hypothesis OR Reject Null Hypothesis
Step 5: Interpreting the Statistical conclusion arrived at in Step 4 for actual study
Here,
Step 4: Drawing a conclusion whether to Fail to reject Null Hypothesis OR Reject Null Hypothesis makes a decision on the statistical hypothesis
(2)
Question:
Which step determines the substantive nature of the results of the hypothesis test ?
Here,
Step 5: Interpreting the Statistical conclusion arrived at in Step 4 for actual study determines the substantive nature of the results of the hypothesis test.