In: Math
A telephone company claims that the service calls which they receive are equally distributed among the five working days of the week. A survey of 8080 randomly selected service calls was conducted. Is there enough evidence to refute the telephone company's claim that the number of service calls does not change from day-to-day?
Days of the Week | Mon | Tue | Wed | Thu | Fri |
---|---|---|---|---|---|
Number of Calls | 1919 | 1212 | 1313 | 1717 | 1919 |
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Step 1 of 10:
State the null and alternative hypothesis.
H0H0: Service calls are not equally distributed over the five working days.
HaHa: Service calls are equally distributed over the five working days.
or
H0H0: Service calls are equally distributed over the five working days.
HaHa: Service calls are not equally distributed over the five working days.
Step 2 of 10:
What does the null hypothesis indicate about the proportions of service calls received each day?
The proportions of service calls received each day are all thought to be equal.
or
The proportions of service calls received each day are different
for each category (and equal to the previously accepted
values).
Step 3 of 10:
State the null and alternative hypothesis in terms of the expected proportions for each category.
Ho:Pi=
Step 4 of 10:
Find the expected value for the number of service calls received on Monday. Round your answer to two decimal places.
Step 5 of 10:
Find the expected value for the number of service calls received on Thursday. Round your answer to two decimal places.
Step 6 of 10:
Find the value of the test statistic. Round your answer to three decimal places.
Step 7 of 10:
Find the degrees of freedom associated with the test statistic for this problem.
Step 8 of 10:
Find the critical value of the test at the 0.0250.025 level of significance. Round your answer to three decimal places.
Step 9 of 10:
Make the decision to reject or fail to reject the null hypothesis at the 0.0250.025 level of significance.
Fail to Reject Null Hypothesis
or
Reject Null Hypothesis
Step 10 of 10:
State the conclusion of the hypothesis test at the 0.0250.025 level of significance.
There is not enough evidence to refute the claim that the service calls are distributed evenly among the days.
or
There is enough evidence to refute the claim that the service calls
are distributed evenly among the days.
1)null and alternative hypothesis.
H0: Service calls are equally distributed over the five working days.
Ha: Service calls are not equally distributed over the five working days.
2) What does the null hypothesis indicate about the proportions of service calls received each day?
The proportions of service calls received each day are all thought to be equal.
3) H0:Pi= 1/5 = 0.2
H1 : at least one Pi not equal to 0.2.
4) Expected number of service calls on Monday = 0.2*8080 = 1616.00
5) Expected number of service calls on Thursday = 0.2*8080 = 1616.00
6)
Observed | Expected | Difference | Difference Sq. | Diff. Sq. / Exp Fr. | |
Mon | 1919 | 1616 | 303.00 | 91809.00 | 56.81 |
Tue | 1212 | 1616 | -404.00 | 163216.00 | 101.00 |
Wed | 1313 | 1616 | -303.00 | 91809.00 | 56.81 |
Thur | 1717 | 1616 | 101.00 | 10201.00 | 6.31 |
Fri | 1919 | 1616 | 303.00 | 91809.00 | 56.81 |
277.750 |
test statistic Chi^2 value is 277.75.
7) degrees of freedom = 5-1 = 4
8) the critical value of the test at the 0.025 level of significance = 11.143
9) Since test statistic is greater than critical value we reject null hypothesis.
10) There is enough evidence to refute the claim that the service calls are distributed evenly among the days.