Table 4.
Source | Sum of Squares | df | Mean Square | F Value |
p-Value Prob > F |
---|---|---|---|---|---|
Response 1—Fiber diameter | |||||
Model | 359,000 | 3 | 120,000 | 32.97 | <0.0001 * |
X1—Shellac content | 161,000 | 1 | 161,000 | 44.49 | <0.0001 * |
X3—Applied voltage | 97,320.85 | 1 | 97,320.85 | 26.85 | 0.0001 * |
X1X3 | 99,939.92 | 1 | 99,939.92 | 27.58 | <0.0001 * |
Residual | 54,362.18 | 15 | 3624.15 | ||
Lack of Fit | 53,643.40 | 13 | 4126.42 | 11.48 | 0.0829 ** |
Pure Error | 718.78 | 2 | 359.39 | ||
Cor Total | 413,000 | 18 | |||
R2 = 0.8683 Adj R2 = 0.8420 Pred R2 = 0.8274 | |||||
Response 2—Bead-to-fiber ratio | |||||
Model | 53.90 | 3 | 17.97 | 64.62 | <0.0001 * |
X1—Shellac content | 29.81 | 1 | 29.81 | 107.22 | <0.0001 * |
X4—Feed rate | 11.83 | 1 | 11.83 | 42.56 | <0.0001 * |
X1X4 | 12.25 | 1 | 12.25 | 44.06 | <0.0001 * |
Residual | 4.17 | 15 | 0.28 | ||
Lack of Fit | 4.13 | 13 | 0.32 | 16.47 | 0.0587 ** |
Pure Error | 0.04 | 2 | 0.02 | ||
Cor Total | 58.07 | 18 | |||
R2 = 0.9282 Adj R2 = 0.9138 Pred R2 = 0.9016 |
Significant * p < 0.01; not significant **.