In: Statistics and Probability
A medical researcher wishes to try three different techniques to lower blood pressure of patients with high blood pressure. The subjects are randomly selected and assigned to one of three groups. Group 1 is given medication, Group 2 is given an exercise program, and Group 3 is assigned a diet program. At the end of six weeks, each subject's blood pressure is recorded, with data as shown below.
The reasearcher will use this data to test the claim that there is no difference among the means. Find the test statistic.
Group 1 13, 12 , 11 15 9 8
Group 2 8 5 2 3 4 0
Group3 4 12 4 8 9 6
Result:
A medical researcher wishes to try three different techniques to lower blood pressure of patients with high blood pressure. The subjects are randomly selected and assigned to one of three groups. Group 1 is given medication, Group 2 is given an exercise program, and Group 3 is assigned a diet program. At the end of six weeks, each subject's blood pressure is recorded, with data as shown below.
The reasearcher will use this data to test the claim that there is no difference among the means. Find the test statistic.
Group1 13 12 11 15 9 8
Group2 8 5 2 3 4 0
Group3 4 12 4 8 9 6
ANOVA: Single Factor |
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SUMMARY |
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Groups |
Count |
Sum |
Average |
Variance |
||
Group1 |
6 |
68 |
11.3333 |
6.6667 |
||
Group2 |
6 |
22 |
3.6667 |
7.4667 |
||
Group3 |
6 |
43 |
7.1667 |
9.7667 |
||
ANOVA |
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Source of Variation |
SS |
df |
MS |
F |
P-value |
F crit |
Between Groups |
176.7778 |
2 |
88.3889 |
11.0948 |
0.0011 |
3.6823 |
Within Groups |
119.5000 |
15 |
7.9667 |
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Total |
296.2778 |
17 |
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Level of significance |
0.05 |
H1: At least on pair of means are different
Calculated test statistic F=11.095 > 3.682 the table value at 0.05 level.
The null hypothesis is rejected.
The data indicate that there is enough evidence to reject the claim that there is no difference among the means.