A small sample of 100 units has a mean 70 and a standard deviation σ of 5
Another small sample of 100 related units has a mean 65 and a standard deviation σ of 5
Perform a hypothesis test with α = 99
State Hypothesis:
H
0: μ
1 - μ
2 = 0
H
a: μ
1 - μ
2 ≠ 0
Calculate Standard Error (SE):
SE = √
s12/n1 + s22/n2SE = √
52/100 + 52/100SE = √
25/100 + 25/100SE = √
0.25 + 0.25SE = √
0.5SE = 0.70710678118655
Calculate Test Statistic:
t = | 70 - 65 |
| 0.70710678118655 |
t = 7.0710678118655
Calculate degrees of freedom:
DF = | (s12/n1 + s22/n2)2 |
| (s12/n1)2/(n1 - 1) + (s22/n2)2/(n2 - 1) |
DF = | (52/100 + 52/100)2 |
| (52/100)2/(100 - 1) + (52/100)2/(100 - 1) |
DF = | (25/100 + 25/100)2 |
| (25/100)2/99 + (25/100)2/99 |
DF = | (0.25 + 0.25)2 |
| (0.25)2/99 + (0.25)2/99 |
DF = | (0.5)2 |
| 0.0625/99 + 0.0625/99 |
DF = | 0.25 |
| 0.00063131313131313 + 0.00063131313131313 |
DF = | 0.25 |
| 0.0012626262626263 |