solve by using Anova on minitab
what is the P value of the residual plot?
what's the F value from the Anova?
which drug has the biggest impact on blood pressure?
Result:
Data are entered as two coloumns. one for group information and another for SBP values.
Group | SBP |
Drug A | 118 |
Drug A | 120 |
Drug A | 125 |
Drug A | 119 |
Drug A | 121 |
Drug B | 105 |
Drug B | 110 |
Drug B | 98 |
Drug B | 106 |
Drug B | 105 |
Untreated | 130 |
Untreated | 135 |
Untreated | 132 |
Untreated | 128 |
Untreated | 130 |
solve by using Anova on minitab
what is the P value of the residual plot?
After ANOVA,Onway, residuals are stored and Graph--Probability
plot menu is used to get the graph.
P value = 0.436.
what's the F value from the Anova?
One-way ANOVA: SBP versus Group
Method
Null hypothesis |
All means are equal |
Alternative hypothesis |
Not all means are equal |
Significance level |
α = 0.05 |
Equal variances were assumed for the analysis.
Factor Information
Factor |
Levels |
Values |
Group |
3 |
Drug A, Drug B, Untreated |
Analysis of Variance
Source |
DF |
Adj SS |
Adj MS |
F-Value |
P-Value |
Group |
2 |
1740.4 |
870.20 |
79.11 |
0.000 |
Error |
12 |
132.0 |
11.00 |
||
Total |
14 |
1872.4 |
Model Summary
S |
R-sq |
R-sq(adj) |
R-sq(pred) |
3.31662 |
92.95% |
91.78% |
88.98% |
Means
Group |
N |
Mean |
StDev |
95% CI |
Drug A |
5 |
120.60 |
2.70 |
(117.37, 123.83) |
Drug B |
5 |
104.80 |
4.32 |
(101.57, 108.03) |
Untreated |
5 |
131.00 |
2.65 |
(127.77, 134.23) |
Pooled StDev = 3.31662
Tukey Pairwise Comparisons
Grouping Information Using the Tukey Method and 95% Confidence
Group |
N |
Mean |
Grouping |
||
Untreated |
5 |
131.00 |
A |
||
Drug A |
5 |
120.60 |
B |
||
Drug B |
5 |
104.80 |
C |
Means that do not share a letter are significantly different.
Tukey Simultaneous Tests for Differences of Means
Difference of Levels |
Difference |
SE of |
95% CI |
T-Value |
Adjusted |
Drug B - Drug A |
-15.80 |
2.10 |
(-21.39, -10.21) |
-7.53 |
0.000 |
Untreated - Drug A |
10.40 |
2.10 |
(4.81, 15.99) |
4.96 |
0.001 |
Untreated - Drug B |
26.20 |
2.10 |
(20.61, 31.79) |
12.49 |
0.000 |
Individual confidence level = 97.94%
F value from the Anova = 79.11
which drug has the biggest impact on blood pressure?
Group |
N |
Mean |
StDev |
95% CI |
Drug A |
5 |
120.60 |
2.70 |
(117.37, 123.83) |
Drug B |
5 |
104.80 |
4.32 |
(101.57, 108.03) |
Untreated |
5 |
131.00 |
2.65 |
(127.77, 134.23) |
Mean value of Drug B is 104.80 and is lowest among the three groups. Drug B has the biggest impact on blood pressure.
solve by using Anova on minitab what is the P value of the residual plot? what's...