In: Statistics and Probability
A sporting goods company wants to measure the distance traveled by a golf ball using 3 different designs. Using the results in the following table, determine at a 0.05 level of significance whether there is a difference in the mean distance traveled by the golf balls, and if so, indicate which are different. Clearly summarize your analysis.
Design 1 | Design 2 | Design 3 |
---|---|---|
255 | 290 | 250 |
270 | 275 | 245 |
260 | 300 | 240 |
270 | 295 | 250 |
265 | 285 | 255 |
For the given data using Anova single factor in Excel we get output as
Anova: Single Factor | ||||||
SUMMARY | ||||||
Groups | Count | Sum | Average | Variance | ||
Design 1 | 5 | 1320 | 264 | 42.5 | ||
Design 2 | 5 | 1445 | 289 | 92.5 | ||
Design 3 | 5 | 1240 | 248 | 32.5 | ||
ANOVA | ||||||
Source of Variation | SS | df | MS | F | P-value | F crit |
Between Groups | 4270 | 2 | 2135 | 38.23881 | 6.22E-06 | 3.885294 |
Within Groups | 670 | 12 | 55.83333 | |||
Total | 4940 | 14 |