Source of variations | Sum of squares | Degrees of freedom | Mean square values | F-value | P-value Prob > F | |
---|---|---|---|---|---|---|
Y1—Droplet size | ||||||
Model | 112,124.2 | 2 | 56,062.11 | 4100.14 | < 0.0001 | Significant |
Linear Mixture | 112,124.2 | 2 | 56,062.11 | 4100.14 | < 0.0001 | |
Residual | 150.4054 | 11 | 13.67322 | |||
Lack of Fit | 58.60021 | 7 | 8.371458 | 0.364749 | 0.8842 | Not significant |
Pure Error | 91.8052 | 4 | 22.9513 | |||
Cot Total | 112,274.6 | 13 | ||||
Y2—Polydispersity index | ||||||
Model | 0.091389 | 2 | 0.045694 | 197.0463 | < 0.0001 | Significant |
Linear Mixture | 0.091389 | 2 | 0.045694 | 197.0463 | < 0.0001 | |
Residual | 0.002551 | 11 | 0.000232 | |||
Lack of Fit | 0.001454 | 7 | 0.000208 | 0.757922 | 0.6495 | Not significant |
Pure Error | 0.001097 | 4 | 0.000274 | |||
Cot Total | 0.093939 | 13 | ||||
Y3—Drug release at 15 min | ||||||
Model | 54.53438 | 3 | 18.17813 | 149.0781 | < 0.0001 | Significant |
Linear Mixture | 28.74925 | 2 | 14.37462 | 117.8857 | < 0.0001 | |
AC | 25.78513 | 1 | 25.78513 | 211.4629 | < 0.0001 | |
Residual | 1.219369 | 10 | 0.121937 | |||
Lack of Fit | 0.784569 | 6 | 0.130762 | 1.202958 | 0.4487 | Not significant |
Pure Error | 0.4348 | 4 | 0.1087 | |||
Cot Total | 55.75375 | 13 |