4. Consider the following hypothesis test

A sample of 80 is used and the population standard deviation is 10. Use
. Compute the value of the test statistic Z and specify your conclusion for each of the following sample results
x=22.0
x=27.0
x=23.5
x=28.0
Solution: We want to the two-tailed hypotheses

In order to test the hypotheses, we define as in the previous problem:

and
corresponds to the standard deviation,
corresponds to the sample size. As before, we reject the null hypothesis
if
, where
corresponds as usual to the cutoff point to the standard normal distribution. Since we want 95% confidence level, we take
, and as before get that
. With this information we can construct the following table:
|

|
Z |
p-value |
Test |
|
22 |
-2.68328 |
0.00729 |
Reject |
|
27 |
1.788854 |
0.073638 |
Don't Reject |
|
23.5 |
-1.34164 |
0.179713 |
Don't Reject |
|
28 |
2.683282 |
0.00729 |
Reject |