Question

In: Statistics and Probability

One particular morning, the length of time spent in the examination rooms is recorded for each...

One particular morning, the length of time spent in the examination rooms is recorded for each patient seen by each physician at an orthopedic clinic.

Time in Examination Rooms (minutes)
Physician 1 Physician 2 Physician 3 Physician 4
33 31 19 27
23 32 29 31
27 33 30 31
30 32 26 27
25 43 29 32
35 32 26 31
20 24 41
31

Fill in the missing data. (Round your p-value to 4 decimal places, mean values to 1 decimal place, and other answers to 2 decimal places.)

Treatment Mean n Std. Dev
Physician 1
Physician 2
Physician 3
Physician 4
Total
One-Factor ANOVA
Source SS df MS F p-value
Treatment
Error
Total


(a)
Based on the given hypotheses, choose the correct option.

H
0: μ1 = μ2 = μ3 = μ4
H1: Not all the means are equal

α
= 0.05

  • Reject the null hypothesis if F > 3.01

  • Reject the null hypothesis if F < 3.01

(b) Calculate the F for one factor. (Round your answer to 2 decimal places.)

F
for one factor is              

(c)
On the basis of the above findings, we reject the null hypothesis. Is the statement true?

  • Yes

  • No

Solutions

Expert Solution

SUMMARY
Groups Count, n Sum Mean Std.Dev
Physician 1 7 193 27.6 5.41
Physician 2 6 203 33.8 4.54
Physician 3 8 214 26.8 3.92
Physician 4 7 220 31.4 4.69
Total 28 830 119.58
ANOVA
Source of Variation SS df MS F P-value
Between Groups 224.67 3 74.89 3.47 0.0318
Within Groups 517.76 24 21.57
Total 742.43 27

(a) Based on the given hypotheses, choose the correct option.

H0: μ1 = μ2 = μ3 = μ4
H1: Not all the means are equal

α = 0.05

Reject the null hypothesis if F > 3.01

(b) Calculate the F for one factor.

F for one factor = 3.47

(c) Yes, we reject the null hypothesis.


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