Table 7 Analysis of variance table [partial sum of squares – type III].
Source | Sum of squares | Df | Mean square | F value | P-value Prob > F | Significant / Not significant | |||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Response 1 | Polynomial | Drug loading (%) | |||||||||||
Model | 294.426 | 3 | 98.142 | 113.35 | < 0.0001 | Significant | |||||||
A-A | 46.1261 | 1 | 46.126 | 53.273 | 0.0008 | - | |||||||
B-B | 212.677 | 1 | 212.67 | 245.633 | < 0.0001 | - | |||||||
AB | 35.623 | 1 | 35.623 | 41.143 | 0.0014 | - | |||||||
Residual | 4.32916 | 5 | 0.865 | - | |||||||||
Cor Total | 298.755 | 8 | - | ||||||||||
Response 2 | Linear model | Entrapment efficiency (%) | |||||||||||
Model | 4349.83 | 2 | 2174.91 | 5.69185 | 0.0411 | Significant | |||||||
A-A | 315.274 | 1 | 315.274 | 0.82509 | 0.3987 | - | |||||||
B-B | 4034.55 | 1 | 4034.55 | 10.5586 | 0.0175 | - | |||||||
Residual | 2292.66 | 6 | 382.11 | - | |||||||||
Cor Total | 6642.49 | 8 | - | ||||||||||
Response 3 | Polynomial | Particle size (nm) | |||||||||||
Model | 15910.9 | 3 | 5303.63 | 68.3681 | 0.0002 | Significant | |||||||
A-A | 13,824 | 1 | 13,824 | 178.203 | < 0.0001 | - | |||||||
B-B | 1491.53 | 1 | 1491.53 | 19.227 | 0.0071 | - | |||||||
AB | 595.36 | 1 | 595.36 | 7.67467 | 0.0394 | - | |||||||
Residual | 387.873 | 5 | 77.5747 | - | |||||||||
Cor total | 16298.8 | 8 | - | ||||||||||