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 |
---|---|
11 | 19 |
10 | 8 |
18 | 12 |
6 | 9 |
5 | 23 |
4 | 7 |
13 | 14 |
15 | 21 |
Use the normal approximation for the Mann-Whitney U
test to analyze the data above. (Round your answer to two decimal
places.)
z =
Answer:
For the study of the performance of the studies in two different conditions we have to conduct Mann-Whitney U test
The null ad alternative hypothesis are
Ho: f(x) =f(y) The performance of two independent students are equal
Ascending order of the give n data is
rank | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 |
data | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 18 | 19 | 21 | 23 |
Rank table as show in the below
With microsoft PPT |
Rank1 |
Without microsoft PPT |
Rank2 |
11 | 8 | 19 | 14 |
10 | 7 | 8 | 5 |
18 | 13 | 12 | 9 |
6 | 3 | 9 | 6 |
5 | 2 | 23 | 16 |
4 | 1 | 7 | 4 |
13 | 10 | 14 | 11 |
13 | 10 | 21 | 15 |
Total R1 =54 Total R2 =80
now test statstic here n=8 as 8 rows
u1 = n1n2 + n2(n2+1) /2 -R1
= 8* 8+ (8 *9 ) /2 - 54
=46
u2 = n1n2 + n2(n2+1) /2 -R2
= 8* 8+ (8 *9 ) /2 - 80
= 20
m = E(U)= n1*n2/2 = 8*8 /2 = 32
var(u) = n1n2 + n2(n2+1) / 12 =
= 90.667
z= u-e(u) / sqrt var(u) = 20-32 /sqrt(90.667)
= -1.260 so here we retain the null hypothesis
za/2=0.005 = z0.005/2 = 1.96 from z value table
so z= -1.26> 1.96
we accept null hypothesis and retain it
NOTE:
**I HOPE YOUR HAPPY WITH MY ANSWER....**PLEASE SUPPORT ME WITH YOUR RATING....THANK YOU...