In: Statistics and Probability
Please can someone explain this to me. I am stuck at the last two questions
Use the following information to calculate your answers to questions 10 through 14.
Test scores of 10 individuals before and after a training program are shown below. Note: despite the sample size, assume that the sampling distribution of T+ can still be approximated by a normal distribution.
Individual |
Score After |
Score Before |
1 |
57 |
59 |
2 |
62 |
57 |
3 |
60 |
60 |
4 |
63 |
66 |
5 |
69 |
68 |
6 |
63 |
59 |
7 |
74 |
72 |
8 |
56 |
52 |
9 |
64 |
58 |
10 |
64 |
63 |
Question 10
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What is the sum of positive signed ranks (T+)?
Select one:
a. 22.50
b. 8.44
c. 14.52
d. 36.50
e. 71.25
Question 11
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The mean µT is
Select one:
a. 71.25
b. 8.50
c. 8.44
d. 14.52
e. 22.50
Question 12
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The value of σT is
Select one:
a. 71.25
b. 22.50
c. 14.52
d. 8.44
e. 8.50
Question 13
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At α = 0.05, what can be concluded about the effectiveness of the training program?
Select one:
a. Since p-value is less than alpha, we can conclude that the training program was extremely effective.
b. Since p-value is greater than alpha, we can conclude that the training program was somewhat effective.
c. Since p-value is greater than alpha, we can conclude that the training program was ineffective.
d. The study is inconclusive.
e. Since p-value is less than alpha, we can conclude that the training program was ineffective.
Question 14
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At α = 0.2, what can be concluded about the effectiveness of the training program?
Select one:
a. Do not reject Ho: the training program was effective.
b. Reject Ho: the training program was ineffective.
c. Do not reject Ho: the training program was ineffective.
d. The study is inconclusive.
e. Reject Ho: the training program was effective
Question 10
What is the sum of positive signed ranks (T+)?
d. 36.50
Question 11
The mean µT is
e. 22.50
Question 12
The value of σT is
d. 8.44
Question 13
At α = 0.05, what can be concluded about the effectiveness of the training program?
a. Since p-value is less than alpha, we can conclude that the training program was extremely effective.
Question 14
At α = 0.2, what can be concluded about the effectiveness of the training program?
c. Do not reject Ho: the training program was ineffective.
The output is:
variables: | the Program - the Program | ||
36.5 | sum of positive ranks | ||
8.5 | sum of negative ranks | ||
9 | n | ||
22.500 | expected value | ||
8.441 | standard deviation | ||
1.659 | z | ||
.0486 | p-value (one-tailed, upper) | ||
No. | Data | Rank | |
1 | -2 | 3.5 | |
2 | 5 | 8 | |
3 | -3 | 5 | |
4 | 1 | 1.5 | |
5 | 4 | 6.5 | |
6 | 2 | 3.5 | |
7 | 4 | 6.5 | |
8 | 6 | 9 | |
9 | 1 | 1.5 |