A random sample of 9 college freshmen underwent an intensive training course to improve their biology test scores. Each student’s test scores from before the course and after the course are listed below. Calculate a two-sided 95% confidence interval for the mean difference in the scores. Give an interpretation of the confidence interval. You MUST show all your work to receive full credit. Partial credit is available.
Student | Before | After |
1 | 60 | 74 |
2 | 55 | 71 |
3 | 68 | 72 |
4 | 49 | 65 |
5 | 61 | 77 |
6 | 79 | 80 |
7 | 72 | 79 |
8 | 59 | 82 |
9 | 74 | 84 |
From the given data, values of d = Before - After is calculated as follows:
Student | Before | After | d = After - Before |
1 | 60 | 74 | 14 |
2 | 55 | 71 | 16 |
3 | 68 | 72 | 4 |
4 | 49 | 65 | 16 |
5 | 61 | 77 | 16 |
6 | 79 | 80 | 1 |
7 | 72 | 79 | 7 |
8 | 59 | 82 | 23 |
9 | 74 | 84 | 10 |
From d values, the following Table is calculated:
n = 9
= 107/9 = 11.8889
d | d - | (d - )2 |
14 | 2.1111 | 4.4568 |
16 | 4.1111 | 16.9012 |
4 | -7.8889 | 62.2346 |
16 | 4.1111 | 16.9012 |
16 | 4.1111 | 16.9012 |
1 | -10.8889 | 118.5879 |
7 | -4.8889 | 23.9012 |
23 | 11.1111 | 123.4568 |
10 | -1.8889 | 3.5679 |
Total | 386.8889 | |
Standard Deviation is given by:
sd = 6.9542
SE = sd/
= 6.9542/
= 2.3181
= 0.05
ndf = 9 - 1 = 8
From Table, critical values of t = 2.3060
Confidence Interval:
11.8889 (2.3060 X 2.3181)
= 11.8889 5.3455
= (6.5434 ,17.2344)
Confidence Interval:
6.5434 < < 17.2344
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