Using the data below perform a one-way ANOVA test. Be sure to give the hypotheses, the value of F, the p-value, and the conclusion. Copy and paste the software output into your Word document.
An appliance manufacturing company want to test microwave ovens being sold. The researcher has identified three different types based on the number of watts of the ovens. Three random samples are taken and the data is given below:
Watts 800 900 1000
180 235 225
175 135 225
200 160 190
170 230 215
190 250 250
180 200 230
185 200 170
160 210 179
195 199 200
Watts | ||||||||||
800 | 900 | 1000 | Anova: Single Factor | |||||||
180 | 235 | 225 | ||||||||
175 | 135 | 225 | SUMMARY | |||||||
200 | 160 | 190 | Groups | Count | Sum | Average | Variance | |||
170 | 230 | 215 | 800 Watts | 9 | 1635 | 181.6667 | 156.25 | |||
190 | 250 | 250 | 900 Watts | 9 | 1819 | 202.1111 | 1313.861 | |||
180 | 200 | 230 | 1000 Watts | 9 | 1884 | 209.3333 | 691.5 | |||
185 | 200 | 170 | ||||||||
160 | 210 | 179 | ||||||||
195 | 199 | 200 | ANOVA | |||||||
Source of Variation | SS | df | MS | F | P-value | F crit | ||||
Between Groups | 3706.741 | 2 | 1853.37 | 2.572207 | 0.0972458 | 3.402826 | ||||
Within Groups | 17292.89 | 24 | 720.537 | |||||||
Total | 20999.63 | 26 |
Value of F=2.572207
p-value=0.0972458
Since p-value>0.05 so we fail to reject H0 at 5% level of significance and conclude that there is no significant difference between three different types microwave ovens based on the number of watts of the ovens.
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