ANOVA of dependant variables | ||||||
---|---|---|---|---|---|---|
Dependant variables | Source of variables | Sum of squares | Degree of freedom | Mean square | F value | P value |
Drug loading | Regression Residuals Total R2 | 528.28 14.15 542.44 0.9739 | 2 6 8 | 264.14 2.36 | 111.98 |  < 0.0001 Significant |
Bio adhesion | Regression Residuals Total R2 | 188.00 51.21 239.21 0.7859 | 2 6 8 | 94.00 8.53 | 11.01 | 0.0098 Significant |
Drug release | Regression Residuals Total R2 | 369.93 47.74 471.67 0.8857 | 2 6 8 | 184.96 7.96 | 23.25 | 0.0015 Significant |
Model statistics | ||||||
---|---|---|---|---|---|---|
Model R2 | R2 | Adjusted R2 | Predicted R2 | PRESS | s.d | Remarks |
Response Y1 (drug loading) | ||||||
 Linear | 0.9739 | 0.9652 | 0.9404 | 32.35 | 1.54 | Suggested |
 Interactive | 0.9744 | 0.9591 | 0.8831 | 63.41 | 1.67 |  |
 Quadratic | 0.9949 | 0.9864 | 0.9430 | 30.90 | 0.9587 |  |
Response Y3 (drug release) | ||||||
 Linear | 0.8857 | 0.8476 | 0.7211 | 116.49 | 2.82 | Suggested |
 Interactive | 0.9139 | 0.8622 | 0.6090 | 163.30 | 2.68 |  |
 Quadratic | 0.9748 | 0.9328 | 0.6929 | 128.25 | 1.87 |  |