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. 2019 Jul 22;9(39):22540–22550. doi: 10.1039/c8ra09994d

Analysis of variables for regression model of response under extraction conditionsa.

Source Coefficient estimate Sum of squares DF Mean square F value P value Significance
Model 3.63 2.65 9 0.29 71.63 <0.0001 ***<0.001
X 1 0.09 0.065 1 0.065 15.79 0.0106 *<0.05
X 2 −0.18 0.25 1 0.25 59.71 0.0006 ***<0.001
X 3 0.17 0.22 1 0.22 54.70 0.0007 ***<0.001
X 1 X 2 −0.30 0.36 1 0.36 87.73 0.0002 ***<0.001
X 1 X 3 −0.14 0.078 1 0.078 19.11 0.0072 **<0.01
X 2 X 3 −0.09 0.032 1 0.032 7.90 0.0375 *<0.05
X 1 2 −0.37 0.50 1 0.50 122.63 0.0001 ***<0.001
X 2 2 −0.50 0.94 1 0.94 228.72 <0.0001 ***<0.001
X 3 2 −0.34 0.44 1 0.44 106.59 0.0001 ***<0.001
Residual 0.021 5 4.10 × 10–3
Lack of fit 0.017 3 5.68 × 10−3 3.28 0.2424 >0.05
Pure error 3.47 × 10−3 2 1.73 × 10−3
Col total 2.67 14
R 2 = 0.9923 Radj2 = 0.9785 C.V. = 2.15 adeq. precision = 24.059
a

Notes: * significant at 0.05 level; ** significant at 0.01 level; *** significant at 0.001 level.