To study the effect of temperature on yield in a chemical process, five batches were produced at each of three temperature levels. The results follow.
Temperature |
||||
50°C | 60°C | 70°C | ||
31 | 28 | 24 | ||
21 | 29 | 29 | ||
33 | 32 | 29 | ||
36 | 21 | 31 | ||
29 | 25 | 32 |
Source of Variation | Sum of Squares | Degrees of Freedom | Mean Square | F | p-value |
Treatments | |||||
Error | |||||
Total |
We can directly use here one way anova by Excel.
Step1 ) Enter data in Excel.
Step 2) Data >>Data analysis >> One way anova >>Select data >>click on label in first row >>ok
a)
ANOVA | |||||
Source of Variation | SS | df | MS | F | P-value |
Between Groups | 23.33 | 2 | 11.67 | 0.59 | 0.5680 |
Within Groups | 236 | 12 | 19.67 | ||
Total | 259.33 | 14 |
b) P value is 0.5680 > 0.05
Conclude that the mean yields for the three temperatures are all equal Item
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