Question

In: Statistics and Probability

Ten randomly selected people took an IQ test A, and next day they took a very...

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<

Solutions

Expert Solution

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.


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