In: Statistics and Probability
There have been numerous studies involving the correlation and differences in IQ's among siblings. Here we consider a small example of such a study. We will test the claim that older siblings have a higher IQ than younger siblings. The results are depicted for a sample of 10 brothers in the table below.
IQ score | mean | ?s | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Older brother (?x) | 106 | 117 | 107 | 106 | 99 | 101 | 79 | 92 | 107 | 86 | 100 | 11.3627070327062 |
Younger brother (?y) | 109 | 115 | 104 | 95 | 89 | 92 | 80 | 92 | 97 | 87 | 96 | 10.6144555520604 |
?=?−?d=x−y | -3 | 2 | 3 | 11 | 10 | 9 | -1 | 0 | 10 | -1 | 4 | 5.43650214343336 |
(a) Find the test statistic.
(b) Test the claim at the 0.01 significance level.
Critical value:
Is there sufficient data to support the claim?
Yes
No
(c) Test the claim at the 0.05 significance level.
Critical value:
Is there sufficient data to support the claim?
Yes
No