An investigator conducts an experiment involving the effects of three levels of a drug on memory. 12 subjects are randomly assigned to one of three conditions (0mg, 15mg, 30mg). A different drug level is administered in each condition. Memory is measured 10 minutes after each subject receives the drug. The following scores are recorded. The higher the score, the better the memory.
0mg Drug 6, 10, 8, 11
15mg Drug: 9, 7, 9, 11
30mg Drug: 13, 15, 14, 19
A. SS within =
B. SS between =
C. df within =
D. df between =
E. df total =
F.MS within =
G. MS between =
H. F obt =
I. Using α = 0.05, Fcrit =
J. Using α = 0.05, what do you conclude?
Excel output:
Anova: Single Factor | ||||||
SUMMARY | ||||||
Groups | Count | Sum | Average | Variance | ||
0mg Drug | 4 | 35 | 8.75 | 4.91667 | ||
15mg Drug | 4 | 36 | 9 | 2.66667 | ||
30mg Drug | 4 | 61 | 15.25 | 6.91667 | ||
ANOVA | ||||||
Source of Variation | SS | df | MS | F | P-value | F crit |
Between Groups | 108.5 | 2 | 54.25 | 11.2241 | 0.0036 | 4.2565 |
Within Groups | 43.5 | 9 | 4.8333 | |||
Total | 152 | 11 |
A. SS within =43.5
B. SS between =108.5
C. df within =9
D. df between =2
E. df total =11
F.MS within =4.8333
G. MS between =54.25
H. F obt =11.2241
I. Using α = 0.05, Fcrit =4.2565
J. Since F obt>Fcrit so there is sufficient evidence to conclude that mean scores of three levels of Drug are not all equal.
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