In an effort to stabilize the process, there has been some discussion about 3 machines | |||||
that appear to be causing variation in the mean part thicknesses (measured | |||||
prior to plating). It appears that these 3 machines may be producing parts with different average | |||||
material thickness even though they are supposed to be producing parts with the same average thickness. | |||||
It was suggested that a One-Way ANOVA be used to compare the mean thicknesses | |||||
produced by these 3 machines. You will be checking for significant differences between | |||||
the mean material thicknesses produced by these 3 machines. Use a 5% level of significance. | |||||
Data: | |||||
Machine 1 | Machine 2 | Machine 3 | |||
0.546 | 0.573 | 0.573 | |||
0.526 | 0.592 | 0.570 | |||
0.587 | 0.571 | 0.527 | |||
0.563 | 0.556 | 0.572 | |||
Question: | |||||
Determine degrees of freedom (df) total AND df factor |
I got 11 for df-total and 3 for df-factor
df(Total) = 11
df(factor) = 3-1 = 2
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Anova: Single Factor | ||||||
SUMMARY | ||||||
Groups | Count | Sum | Average | Variance | ||
Machine 1 | 4 | 2.222 | 0.5555 | 0.00067 | ||
Machine 2 | 4 | 2.292 | 0.573 | 0.000218 | ||
Machine 3 | 4 | 2.242 | 0.5605 | 0.0005 | ||
ANOVA | ||||||
Source of Variation | SS | df | MS | F | P-value | F crit |
Between Groups | 0.00065 | 2 | 0.000325 | 0.70245 | 0.52062 | 4.256495 |
Within Groups | 0.004164 | 9 | 0.000463 | |||
Total | 0.004814 | 11 |
Conclusion= There is no significant difference between the mean of machines (Reason:- P-value is > 0.05 so, we fail to reject Ho)
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