Using the following data and a 005 level perform a matched p
Using the following data and a 0.05 level, perform a matched pairs t-test for the mean. Please show all steps/work.
| Namuiska | 16 | 0 | 16 |
| Kalema | 16 | 1 | 15 |
| Okech | 23 | 5 | 18 |
| Baluku | 19 | 3 | 16 |
| Umugenzi | 15 | 4 | 11 |
| Indi | 20 | 9 | 11 |
| Bili | 24 | 16 | 8 |
| Asega | 24 | 20 | 4 |
Solution
Let ud = u2 - u1.
Formulating the null and alternative hypotheses,
Ho: ud <= 0
Ha: ud > 0
At level of significance = 0.05
As we can see, this is a right tailed test.
Calculating the standard deviation of the differences (third column):
s = 7.174766388
Thus, the standard error of the difference is sD = s/sqrt(n):
sD = 2.536662983
Calculating the mean of the differences (third column):
XD = 12.375
As t = [XD - uD]/sD, where uD = the hypothesized difference = 0 , then
t = 4.878456492
As df = n - 1 = 7
Then the critical value of t is
tcrit = + 2.364624252
As t > 2.53666, we WE REJECT THE NULL HYPOTHESIS.
Thus, there is significant evidence that the quantities in the first column is greater than the quantities in the second column. [CONCLUSION]
