In: Statistics and Probability
Key Family Heating and Air Conditioning Inc. employs Andy Clark and Frank John to make service calls to repair furnaces and air-conditioning units in homes. A. Key, the owners would like to know whether there is a difference in the mean number of service calls they make per day. A random sample of 40 days last year showed the following:
Days (n) | Sample Mean |
Population Standard Deviation |
|
A. Clark | 40 | 4.77 | 1.05 |
F. John | 50 | 5.02 | 1.23 |
At the .05 significance level, is there a difference in the mean number of calls per day between the two employees?
a. State the hypotheses
b. Determine the critical value =
c State the decision rule: Reject H0 if
d. Calculate the test statistic =
e. Make a decision:
We are given that
The claim is either the null hypothesis or the alternative hypothesis.The null hypothesis and the alternative hypothesis state the opposite of each other.The null hypothesis needs to include an equality.
CLARK | JOHN | |
4.77 | 5.02 | MEAN |
1.05 | 1.23 | STANDARD DEVIATION |
40 | 50 | n |
df | 88 |
difference (Clark - John) | -0.25000 |
pooled variance | 1.33102 |
pooled std. dev | 1.15370 |
standard error of difference | 0.24474 |
hypothesized difference | 0 |
t | -1.02 |
p-value (two-tailed) | 0.3098 |
confidence interval 95% lower | -0.73636 |
confidence interval 95% upper | 0.23636 |
margin of error | 0.48636 |
Ho: mL - mG = 0
Ha: mL - mG is not 0
Test statistic: t = -1.0397
p-value: 0.3014
df = 87,60
Since the p-value is greater than 5%, fail to reject Ho.
The test supports saying there is no difference.