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The following is an incomplete ANOVA table. SourcessdfMSF Treatment3334 Error20 Total64324 What is the value of the F-statistic used to test for differences in treatment?
Correct Answer: D
Calculate the degrees of freedom for error:dfError=Total dfTreatment df=244=20\text{df}_{\text{Error}} = \text{Total df} - \text{Treatment df} = 24 - 4 = 20dfError=Total dfTreatment df=244=20 Calculate the sum of squares for error:ssError=Total ssTreatment ss=643333=310\text{ss}_{\text{Error}} = \text{Total ss} - \text{Treatment ss} = 643 - 333 = 310ssError=Total ssTreatment ss=643333=310 Calculate the mean squares: MSTreatment=ssTreatmentdfTreatment=3334=83.25\text{MS}_{\text{Treatment}} = \frac{\text{ss}_{\text{Treatment}}}{\text{df}_{\text{Treatment}}} = \frac{333}{4} = 83.25MSTreatment=dfTreatmentssTreatment=4333=83.25 MSError=ssErrordfError=31020=15.5\text{MS}_{\text{Error}} = \frac{\text{ss}_{\text{Error}}}{\text{df}_{\text{Error}}} = \frac{310}{20} = 15.5MSError=dfErrorssError=20310=15.5 Calculate the F-statistic: F=MSTreatmentMSError=83.2515.55.37F = \frac{\text{MS}_{\text{Treatment}}}{\text{MS}_{\text{Error}}} = \frac{83.25}{15.5} \approx 5.37F=MSErrorMSTreatment=15.583.255.37