In: Statistics and Probability
An analysis is interested in testing whether four population have equal means. The following sample data have been collected from population that are assumed to be normally distributed with equal variance:
S1 |
S2 |
S3 |
S4 |
9 |
12 |
8 |
17 |
6 |
16 |
8 |
15 |
11 |
16 |
12 |
17 |
14 |
12 |
7 |
16 |
14 |
9 |
10 |
13 |
You should use the output information in the following manner to answer the question.
Source of Variation |
SS |
df |
MS |
F |
Sig. Value |
Between Sample |
|||||
Within Sample |
|||||
Total |
Solution:
a) SPSS output:
95% confidence interval for mean | ||||||||
N | Mean | Std.Deviation | Std.Error | lower bound | upper bound | Minimum | Maximum | |
1 | 5 | 10.80 | 3.421 | 1.530 | 6.55 | 15.05 | 6 | 14 |
2 | 5 | 13.00 | 3.000 | 1.342 | 9.28 | 16.72 | 9 | 16 |
3 | 5 | 9.00 | 2.000 | 0.894 | 6.52 | 11.48 | 7 | 12 |
4 | 5 | 15.60 | 1.673 | 0.748 | 13.52 | 17.68 | 13 | 17 |
Total | 20 | 12.10 | 3.493 | 0.781 | 10.47 | 13.73 | 6 | 17 |
b)
Sum of squares | df | Mean square | F | Sig. | |
Between Groups | 121.800 | 3 | 40.600 | 5.905 | 0.007 |
Within Groups | 110.000 | 16 | 6.875 | ||
Total | 231.800 | 19 |
c) Conclusion:
Use a significance level,
Here p-value is 0.007, which is less than the value of
That is p-value
Therefore, by the rejection rule, the reject the null point hypothesis
Interpretation:
There is sufficient evidence at level of significance
The four population are all have not equal means.
d)
SPSS Procedure:
Analyze>Compare means>One-Way ANOVA.
In Dependent List: Select Group column.
In Factor: Select Group column.
In Options: Select Descriptives.
Click Ok