In: Statistics and Probability
Ten randomly selected people took an IQ test A, and next day they took a very similar IQ test B. Their scores are shown in the table below.
Person | A | B | C | D | E | F | G | H | I | J |
Test A | 98 | 107 | 110 | 118 | 125 | 79 | 95 | 101 | 84 | 91 |
Test B | 100 | 106 | 114 | 118 | 124 | 77 | 98 | 99 | 83 | 89 |
1. Consider (Test A - Test B). Use a 0.050.05 significance level to
test the claim that people do better on the second test than they
do on the first. Round calculated answers to three decimal
places.
(a) What test method should be used?
A. Two Sample t
B. Two Sample z
C. Matched Pairs
(b) The null hypothesis is
μdiff=0μdiff=0. What
is the alternate hypothesis?
A.
μdiff>0μdiff>0
B.
μdiff≠0μdiff≠0
C.
μdiff<0μdiff<0
(c) The test statistic is
(d) The p-value is
(e) Is there sufficient evidence to support the claim that
people do better on the second test?
A. Yes
B. No
2. Construct a 95% confidence interval for the mean of the
differences. Again, use (Test A - Test B).
<μ<<μ<
The following table is obtained:
Sample 1 | Sample 2 | Difference = Sample 1 - Sample 2 | |
98 | 100 | -2 | |
107 | 106 | 1 | |
110 | 114 | -4 | |
118 | 118 | 0 | |
125 | 124 | 1 | |
79 | 77 | 2 | |
95 | 98 | -3 | |
101 | 99 | 2 | |
84 | 83 | 1 | |
91 | 89 | 2 | |
Average | 100.8 | 100.8 | 0 |
St. Dev. | 14.528 | 15.164 | 2.211 |
n | 10 | 10 | 10 |
For the score differences we have
(a) What test method should be used?
C. Matched Pairs
(b) The null hypothesis is
μdiff=0. What is the
alternate hypothesis?
C. μdiff<0
(c)
The t-statistic is computed as shown in the following formula:
(d) The p-value is 0.5
(e) Is there sufficient evidence to support the claim that
people do better on the second test?
B. No
Since it is observed that t=0≥tc=−1.833, it is then
concluded that the null hypothesis is not rejected.It is concluded
that the null hypothesis Ho is not rejected. Therefore, there is
not enough evidence to claim that the population mean μ1 is less
than μ2, at the 0.05 significance level.
2. Construct a 95% confidence interval for the mean of the
differences. Again, use (Test A - Test B).
−1.582<μD<1.582
Let me know in comments if anything is not clear. Will reply ASAP. Please do upvote if satisfied.