In: Statistics and Probability
A professor has a teaching assistant record the amount of time (in minutes) that a sample of 16 students engaged in an active discussion. The assistant observed 8 students in a class who used a slide show presentation and 8 students in a class who did not use a slide show presentation.
With Microsoft PowerPoint |
Without Microsoft PowerPoint |
---|---|
19 | 18 |
6 | 5 |
13 | 10 |
11 | 8 |
23 | 9 |
15 | 21 |
14 | 12 |
7 | 4 |
Use the normal approximation for the Mann-Whitney U test to analyze the data above. (Round your answer to two decimal places.)
z =
State whether to retain or reject the null hypothesis. (Assume alpha equal to 0.05.)
Retain the null hypothesis. Reject the null hypothesis.
Let us first distributed the data in ascending order and then give them ranks .the table below shows the same
with microsoft power point |
Rank 1 |
without microsoft power point |
Rank 2 |
4 | 1 | ||
5 | 2 | ||
6 | 3 | ||
7 | 4 | ||
8 | 5 | ||
9 | 6 | ||
10 | 7 | ||
11 | 8 | ||
12 | 9 | ||
13 | 10 | ||
14 | 11 | ||
15 | 12 | ||
18 | 13 | ||
19 | 14 | ||
21 | 15 | ||
23 | 16 | ||
In Mann-Whitney U test
= - / 2 /
= + ( + 1 ) / 2 -
= + ( + 1 ) / 2 -
= ( , )
= / 2
= + ( + + 1 /12)
Use the normal approximation for the Mann-Whitney U test to analyze the data above. (Round your answer to two decimal places.)
Here,
=8
=8
= sum of Ranks 1 = 3+4+8+10+11+12+14+16 = 78
= sum of Ranks 2 = 1+2+5+6+7+9+13+15 = 58
= + ( + 1 ) / 2 -
= 8*8 + 8 ( 8 + 1 ) / 2 - 78
= 22
= + ( + 1 ) / 2 -
= 8*8 + 8 ( 8 + 1 ) / 2 - 58
= 42
= ( , )
= ( 22 , 42 )
= 22
= / 2
= 8*8 / 2
= 32
= + ( + + 1 /12)
= 8*8 + ( 8 + 8 + 1 /12)
= 90.666
= 22 - 8*8 / 2 /
= 22 - 32/
= −10 / 9.5218
= −1.050221597
= −1.05 (Round your answer to two decimal places.)
State whether to retain or reject the null hypothesis. (Assume alpha equal to 0.05.)Retain the null hypothesis. Reject the null hypothesis
Assume = 0.05
At
= −1.05 and = 0.05
p-value = 0 .146859. (for one - tailed)
= 0.293718. (for two-tailed)
hence,
p-value > so Reject the null hypothesis