Q 2 Four hostels took a random sample of students regarding their grade averages for the past term. The results are shown below:
Hostel 1 |
Hostel 2 |
Hostel 3 |
Hostel 4 |
2.17 |
2.63 |
2.63 |
3.79 |
1.85 |
1.77 |
3.78 |
3.45 |
2.83 |
3.25 |
4 |
3.08 |
1.69 |
1.86 |
2.55 |
2.26 |
3.33 |
2.21 |
2.45 |
3.18 |
Use a significance level of 1%, is there a difference in grade averages among the hostels? (Critical Value = 4). Also make the ANOVA summary table.
excel<data<data analysis<oneway anova
Anova: Single Factor | ||||||
SUMMARY | ||||||
Groups | Count | Sum | Average | Variance | ||
Column 1 | 5 | 9.87 | 1.974 | 0.32048 | ||
Column 2 | 5 | 11.72 | 2.344 | 0.37108 | ||
Column 3 | 5 | 15.41 | 3.082 | 0.55417 | ||
Column 4 | 5 | 15.76 | 3.152 | 0.32437 | ||
ANOVA | ||||||
Source of Variation | SS | df | MS | F | P-value | F crit |
Between Groups | 4.94332 | 3 | 1.647773 | 4.197881 | 0.022717 | 5.292214 |
Within Groups | 6.2804 | 16 | 0.392525 | |||
Total | 11.22372 | 19 |
null and alternate hypothesis:
H0:
H1: atleast one mean is different to another
test statistics:
F = 4.1979
p value = 0.0227
since p value is greater than level of significance so we fail to reject the null hypothesis .so there does no significant difference between their means.
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