In: Statistics and Probability
You wish to test the following claim (HaHa) at a significance
level of α=0.01α=0.01. For the context of this problem,
μd=μ2−μ1μd=μ2-μ1 where the first data set represents a pre-test and
the second data set represents a post-test.
      Ho:μd=0Ho:μd=0
      Ha:μd<0Ha:μd<0
You believe the population of difference scores is normally
distributed, but you do not know the standard deviation. You obtain
the following sample of data:
| pre-test | post-test | 
|---|---|
| 51 | -25.8 | 
| 49.5 | 51.4 | 
| 56.5 | 110.7 | 
| 35.5 | 22.7 | 
| 45.2 | 67.4 | 
| 46.8 | 27.1 | 
| 41 | 10 | 
| 53 | 1.3 | 
| 35.5 | 55.9 | 
| 44.8 | 75.5 | 
| 42.1 | -39.5 | 
| 46.5 | 1.3 | 
| 51.3 | -30.3 | 
| 38 | -4.7 | 
| 51 | 4.6 | 
| 41.6 | 65.8 | 
| 47.8 | 58.2 | 
| 46.5 | -62 | 
| 54.4 | 52.4 | 
| 45.4 | 30.2 | 
| 52 | -45.9 | 
| 48.6 | -30.5 | 
| 38 | -7.2 | 
| 38.3 | 71.5 | 
| 35.5 | 85 | 
Also,
μd=μ2−μ1μd=μ2-μ1   NOT
  μd=μ1−μ2μd=μ1-μ2 .
What is the test statistic for this sample?
(Report your answer accurate to the ten-thousandths.)
test statistic =  
What is the p-value for this sample?  
(Report your answer accurate to the ten-thousandths.)
p-value =  
The p-value is...
This test statistic leads to a decision to..