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A factorial experiment was conducted to understand the impact of 4 inputs on the flex rate of a product in pounds per inch (the response
A factorial experiment was conducted to understand the impact of 4 inputs on the flex rate of a product in pounds per inch (the response variable). The goal was to increase the flex rate of the product. The inputs are: Factor A: Formulation (formulation 1 or formulation 2), Factor B: Cycle time ( 15 seconds or 25 seconds), Factor C: Pressure ( 300 psi or 375 psi) and Factor D: Temperature ( 110 degrees F or 130 degrees F).
Factor A | Factor B | Factor C | Factor D | Response |
---|---|---|---|---|
1 | 15 | 300 | 110 | 71 |
2 | 15 | 300 | 110 | 73 |
1 | 25 | 300 | 110 | 74 |
2 | 25 | 300 | 110 | 76 |
1 | 15 | 375 | 110 | 78 |
2 | 15 | 375 | 110 | 78 |
1 | 25 | 375 | 110 | 77 |
2 | 25 | 375 | 110 | 79 |
1 | 15 | 300 | 130 | 70 |
2 | 15 | 300 | 130 | 71 |
1 | 25 | 300 | 130 | 75 |
2 | 25 | 300 | 130 | 75 |
1 | 15 | 375 | 130 | 78 |
2 | 15 | 375 | 130 | 78 |
1 | 25 | 375 | 130 | 74 |
2 | 25 | 375 | 130 | 77 |
Factorial Fit: Response versus A, B, C, D
Estimated effects and Coefficients for Response (coded units)
S = 1.22474 | PRESS = 76.8 | |
R-SQ = 93.90% | R-Sq(pred) = 37.56% | R-Sq(adj) = 81.71% |
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