Question

In: Statistics and Probability

A police department released the numbers of calls for the different days of the week during...

A police department released the numbers of calls for the different days of the week during the month of​ October, as shown in the table to the right. Use a 0.01 significance level to test the claim that the different days of the week have the same frequencies of police calls. What is the fundamental error with this​ analysis?

Day Sun Mon Tues Wed Thurs Fri Sat

Frequency 153 210  224 248 174 212 231

Determine the null and alternative hypotheses.

Upper H 0​: (1)

Upper H 1​:

(2) Calculate the test​ statistic ​(Round to three decimal places as​ needed.)

(3) Calculate the​ P-value ​(Round to four decimal places as​ needed.)

(4) What is the conclusion for this hypothesis​ test?

A. Reject Upper H 0. There is sufficient evidence to warrant rejection of the claim that the different days of the week have the same frequencies of police calls.

B. Fail to reject Upper H 0. There is insufficient evidence to warrant rejection of the claim that the different days of the week have the same frequencies of police calls

C. Fail to reject Upper H 0. There is sufficient evidence to warrant rejection of the claim that the different days of the week have the same frequencies of police calls.

D. Reject Upper H 0. There is insufficient evidence to warrant rejection of the claim that the different days of the week have the same frequencies of police calls.

(5) What is the fundamental error with this​ analysis?

A. Because October has 31​ days, two of the days of the week occur more often than the other days of the week.

B. Because October has 31​ days, one of the days of the week occur more often than the other days of the week.

C. Because October has 31​ days, each day of the week occurs the same number of times as the other days of the week.

D. Because October has 31​ days, three of the days of the week occur more often than the other days of the week.

(1) Police calls occur with the same frequency on the different days of the week.

At least one day has a different frequency of calls than the other days.

Police calls occur with all different frequencies on the different days of the week.

At least two days have a different frequency of calls than the other days.

(2) Police calls occur with all different frequencies on the different days of the week.

At least one day has a different frequency of calls than the other days.

Police calls occur with the same frequency on the different days of the week.

At least two days have a different frequency of calls than the other days.

Solutions

Expert Solution

Upper H 0​: (1) Police calls occur with the same frequency on the different days of the week.

H 1​: At least one day has a different frequency of calls than the other days.

2)

applying chi square goodness of fit test:
           relative observed Expected residual Chi square
category frequency(p) Oi Ei=total*p R2i=(Oi-Ei)/√Ei R2i=(Oi-Ei)2/Ei
1 1/7 153 207.43 -3.78 14.282
2 1/7 210 207.43 0.18 0.032
3 1/7 224 207.43 1.15 1.324
4 1/7 248 207.43 2.82 7.935
5 1/7 174 207.43 -2.32 5.387
6 1/7 212 207.43 0.32 0.101
7 1/7 231 207.43 1.64 2.679
total 1.000 1452 1452 31.7397
test statistic X2 = 31.740

3)

p value = 0.0000

A. Reject Upper H 0. There is sufficient evidence to warrant rejection of the claim that the different days of the week have the same frequencies of police calls.

D. Because October has 31​ days, three of the days of the week occur more often than the other days of the week.


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