In: Statistics and Probability
There are three hospitals in the Tulsa, Oklahoma, area. The following data show the number of outpatient surgeries performed on Monday, Tuesday, Wednesday, Thursday, and Friday at each hospital last week. At the 0.05 significance level, can we conclude there is a difference in the mean number of surgeries performed by hospital or by day of the week?
Number of Surgeries performed:
Day St. Luke St. Vincent Mercy
Mon 24 26 22
Tues 21 22 20
Wed 20 32 28
Thur 19 22 27
Fri 29 22 14
A.) Complete the ANOVA Table:(round to 2 decimal places)
Treatments, blocks,error total. SS, DF, MS, F
For the given data using Anova without replication in Excel we get output as
ANOVA | ||||||
Source of Variation | SS | df | MS | F | P-value | F crit |
Blocks | 60.4 | 4 | 15.1 | 0.574144 | 0.689523 | 3.837853 |
Treatments | 19.6 | 2 | 9.8 | 0.372624 | 0.70028 | 4.45897 |
Error | 210.4 | 8 | 26.3 | |||
Total | 290.4 | 14 |
so from the above output
Conclusion : At the 0.05 significance level, we fail to reject H0 .So can we conclude that there is no difference in the mean number of surgeries performed by hospital or by day of the week