In: Statistics and Probability
Given two dependent random samples with the following results:
Population 1 | 69 | 70 | 61 | 69 | 50 | 56 | 70 | 64 |
---|---|---|---|---|---|---|---|---|
Population 2 | 77 | 68 | 63 | 65 | 59 | 58 | 63 | 68 |
Can it be concluded, from this data, that there is a significant difference between the two population means?
Let d=(Population 1 entry)−(Population 2 entry)d=(Population 1 entry)−(Population 2 entry). Use a significance level of α=0.1α=0.1 for the test. Assume that both populations are normally distributed.
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Step 1 of 5:
State the null and alternative hypotheses for the test.
Step 2 of 5:
Find the value of the standard deviation of the paired differences. Round your answer to one decimal place.
Step 3 of 5:
Compute the value of the test statistic. Round your answer to three decimal places.
Step 4 of 5:
Determine the decision rule for rejecting the null hypothesis H0. Round the numerical portion of your answer to three decimal places.
Step 5 of 5:
Make the decision for the hypothesis test.
The statistical software output for this problem is:
Hence,
Step - 1: Ho: = 0
Ha: 0
Step - 2: Standard deviation = 5.6
Step - 3: Test statistic = -0.757
Step - 4: Decision: Reject Ho if |t| > 1.895
Step - 5: Fail to Reject Null Hypothesis