In: Statistics and Probability
Dr. Xiong, a clinical psychologist, wishes to test the claim that there is a significant difference in a person's adult weight if he is raised by his father instead of his mother. Dr. Xiong surveys five sets of identical twin boys who were raised separately, one by the mother and one twin by the father. Each twin is weighed and identified as having been raised by his mother or his father. The following table lists the results. Do these data support Dr. Xiong's claim at the 0.01 level of significance?
Weights of Twins (in Pounds)
Twin Raised by Father | 143.67 | 235.91 | 156.34 | 187.21 | 129.81 |
---|---|---|---|---|---|
Twin Raised by Mother | 134.81 | 221.37 | 163.92 | 193.45 | 131.38 |
Step 1 of 3:
State the hypotheses for this test.
Answers: A: H0: μ1 ≤ μ2 , Ha:
μ1 > μ2
B: H0: μd = 0, Ha: μd ≠ 0
C: H0: μd ≤ 5, Ha: μd > 5
D: H0: μ1 = μ2, Ha: μ1 ≠
μ2
Step 2 of 3
Compute the value of the test statistic.
Answers: A: F = 2.12
B: t = 9.213
C: F = 3.695
D: t = -.370
Step 3 of 3: State the conclusion for this test.
Answers: A: Since p-value < 0.10, reject H0. There is sufficient
evidence to support the claim that there is a significant
difference in a person's weight if he is raised by his father
rather than his mother.
B: Since t < -4.604, reject H0. There is sufficient evidence to
support the claim that there is a significant difference in a
person's weight if he is raised by his father rather than his
mother.
C: Since p-value > 0.10, fail to reject H0. There is not
sufficient evidence to support the claim that there is a
significant difference in a person's weight if he is raised by his
father rather than his mother.
D: Since t > -4.604, fail to reject H0. There is sufficient
evidence to support the claim that weight and who raised the child
are related.