You can assume that the data followed all three assumptions for ANOVA analysis, namely, independence, equal variance, and normality.
|
Placebo |
Dose2 |
Dose5 |
|
4.3 |
3.7 |
1.3 |
|
9.1 |
3.5 |
1 |
|
6.1 |
5.2 |
0.7 |
|
4.7 |
9.3 |
1.2 |
|
4.1 |
6.7 |
1.3 |
|
7.8 |
5.2 |
1.6 |
|
5.7 |
4.1 |
2.4 |
|
5.8 |
5.3 |
1.9 |
Here is my ANOVA table
|
SUMMARY |
|||||
|
Groups |
Count |
Mean |
Std Dev |
||
|
Placebo |
8 |
5.95 |
1.74 |
||
|
Dose2 |
8 |
5.375 |
1.90 |
||
|
Dose5 |
8 |
1.425 |
0.53 |
||
|
Results |
|||||
|
Source of Variation |
SS |
df |
MS |
F |
P-value |
|
Between |
97.41 |
2 |
48.790 |
7.74 |
0.0030 |
|
Error |
132.21 |
21 |
6.30 |
||
|
Total |
229.62 |
23 |
|
ANOVA |
|||||
|
Source of Variation |
SS |
df |
MS |
F |
P-value |
|
Between |
97.09 |
2 |
48.545 |
21.09342 |
9.48E-06 |
|
Error |
48.33 |
21 |
2.301429 |
||
|
Total |
145.42 |
23 |
For Drug X, which dose level appeared to be better in regard to anti-tumor efficacy? [You must provide the key statistical evidence to support your decision; otherwise, you will lose some points.] [6 points] [Pay attention to my assumption about this data set: independence, equal variance, and normality]
The p-value of 0.0000 is smaller than the significant difference in the mean response index with a significance level of p<0.05. Dose 5 is statistically significant with Dose 2 and Placebo. Dose 5 level appeared to be better in regard to anti-tumor efficacy.
here 1st anova for dose 2 and 2nd anova is for dose 5 so pvalue for 2nd anova is almost 0 so that more significant which tells us that dose 5 level is better for anti tumor efficacy.
You can assume that the data followed all three assumptions for ANOVA analysis, namely, independence, equal...
You can assume that the data followed all three assumptions for ANOVA analysis, namely, independence, equal variance, and normality. Placebo Dose2 Dose5 4.3 3.7 1.3 9.1 3.5 1 6.1 5.2 0.7 4.7 9.3 1.2 4.1 6.7 1.3 7.8 5.2 1.6 5.7 4.1 2.4 5.8 5.3 1.9 This is my answer to the first part of the question. Based on the results of the one-way ANOVA test, an F value of 21.093being greater than a p-value <0.05, there is a significant...