Chemical experiments are conducted with catalysts A, B and C, and reagents 1,2 and 3. The following data resulted: 1 A 86.8 82.4 86.7 71.9 72.1 80.0 B C 65.6 72.4 76.6 2 93.4 85.2 94.8 74.5 87.1 71.9 66.7 77.1 76.7 3 77.9 89.7 89.9 87.5 82.7 78.3 72.7 77.8 83.5 Evaluate the tests below at a = 0.1. (a) Evaluate the null hypothesis that there is no interaction effect. (b) Evaluate the null hypothesis that there is no effect from the catalyst. (e) Evaluate the null hypothesis that there is no effect from the reagents.

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