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An experiment was conducted to study the time (in minutes) it takes to cook rice in a cooker thathas an inner water area and an
- An experiment was conducted to study the time (in minutes) it takes to cook rice in a cooker thathas an inner water area and an outer water area. Four factors were considered: amount of rice (1cup versus 2 cups); amount of inner water (2 cups versus 3 cups); amount of outer water (0.5 cupversus 1 cup); and type of rice (short grain versus long grain). In order to save efforts, aresearcher performed a fractional factorial design and conducted the eight experiments withresultslistedinthetable below:
Rice(cups) | Inner water(cups) | Outsidewater | Typeof rice | Cooking time(minutes) |
1 | 2 | 0.5 | Short | 26.4 |
2 | 3 | 0.5 | Short | 28.9 |
2 | 2 | 1.0 | Short | 28.4 |
2 | 2 | 0.5 | Long | 27.1 |
1 | 3 | 1.0 | Short | 30.1 |
1 | 3 | 0.5 | Long | 28.6 |
1 | 2 | 1.0 | Long | 27.9 |
2 | 3 | 1.0 | Long | 31.5 |
- Pleaseusetheknowledgelearnedfromclasstodeterminewhethertheresearcherdidacorrectjobonfractionalfactorialdesign.(/1)
- Computetheaverage effectforeachofthe four maineffectsandtheinteractioneffects.(/2)
- Set upanormalprobabilityplotoftheaverageeffects.(/2)
- Given the results of (c), combine all appropriate effects with less influence into a measure ofrandom error based on your own judgement, and, using the level of significance 0.05, determinewhichfactors are significant.(/2)
- JustifyyourchoicesbasedonANOVAanalysis (/3).
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