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. 2017 Mar 28;12:2427–2441. doi: 10.2147/IJN.S125302

Table 2.

ANOVA fitting quadratic model for four main responses

Response Course F-value P-value Data evaluation
R1, particle size Model 186.34 <0.0001 Significant
Linear mixture 519.25 <0.0001
X1 X2 0.04 0.8473
X1 X3 10.17 0.0097
X1 X4 1.76 0.2143
X2 X3 7.70 0.0196
X2 X4 1.97 0.1903
X3 X4 9.44 0.0118
Lack of fit 0.26 0.9161 Not significant
R2, PDI Model 22.57 <0.0001 Significant
Linear mixture 55.87 <0.0001
X1 X2 0.84 0.3807
X1 X3 2.07 0.1806
X1 X4 10.09 0.0099
X2 X3 2.60 0.1379
X2 X4 0.03 0.8611
X3 X4 2.25 0.1642
Lack of fit 1.15 0.4426 Not significant
R3, viscosity Model 38.02 0.0001 Significant
Linear mixture 60.81 <0.0001
X1 X2 36.16 0.001
X1 X3 2.67 0.1532
X1 X4 9.75 0.0205
X2 X3 3.04 0.1317
X2 X4 61.22 0.0002
X3 X4 2.94 0.1372
Lack of fit 0.62 0.583 Not significant
R4, k-value Model 5.75 0.0057 Significant
Linear mixture 13.06 0.0009
X1 X2 0.66 0.4349
X1 X3 1.81 0.2082
X1 X4 0.01 0.9421
X2 X3 2.11 0.1771
X2 X4 0.75 0.4066
X3 X4 1.91 0.1968
Lack of fit 1.66 0.2968 Not significant

Abbreviations: ANOVA, analysis of variance; PDI, polydispersity index.