Table 7.
ANOVA for Response Surface Reduced Cubic model.
| ANOVA table [Partial sum of squares - Type III] | ||||||
|---|---|---|---|---|---|---|
| Source | Sum of Squares | df | Mean Square | F-Value |
P-value |
|
| Prob > F | ||||||
| Model | 1.684E+006 | 13 | 1.295E+005 | 22252.48 | <0.0001 | significant |
| A-T | 1.297E+005 | 1 | 1.297E+005 | 22279.76 | <0.0001 | |
| B-SVF | 2035.45 | 1 | 2035.45 | 349.69 | <0.0001 | |
| C-SR | 669.38 | 1 | 669.38 | 115.00 | <0.0001 | |
| AB | 17589.04 | 1 | 17589.04 | 3021.76 | <0.0001 | |
| AC | 319.22 | 1 | 319.22 | 54.84 | <0.0001 | |
| A2 | 62812.91 | 1 | 62812.91 | 10791.11 | <0.0001 | |
| B2 | 8369.61 | 1 | 8369.61 | 1437.88 | <0.0001 | |
| C2 | 49.06 | 1 | 49.06 | 8.43 | 0.0042 | |
| A2B | 1603.49 | 1 | 1603.49 | 275.48 | <0.0001 | |
| A2C | 211.61 | 1 | 211.61 | 36.35 | <0.0001 | |
| AB2 | 1247.53 | 1 | 1247.53 | 214.32 | <0.0001 | |
| A3 | 1912.26 | 1 | 1912.26 | 328.52 | <0.0001 | |
| B3 | 322.94 | 1 | 322.94 | 55.48 | <0.0001 | |
| Residual | 931.33 | 160 | 5.82 | |||
| Cor Total | 1.685E+006 | 173 | ||||
In this test, the R2 is equal to 0.9999 and the P-value is less than 0.0001, which indicates the appropriateness of the proposed correlation.