Table 3. Results of ANOVA Analysis for Quadratic Model Regression of the TPC in the Aqueous Extract of Olive Tree Leavesa.
interaction type | source | TPC [μg GAE/mL] |
|||||
---|---|---|---|---|---|---|---|
coefficient factor | SS | df | MS | F-value | p-value | ||
model | 143.300 | 5750,334 | 9 | 638,926 | 119.874 | <0.0001* | |
linear | x1 | 12.901 | 1331.538 | 1 | 1331.538 | 2493.984 | <0.0001* |
x2 | 18.705 | 2799.016 | 1 | 2799.016 | 5242.585 | <0.0001* | |
x3 | 8.721 | 608.482 | 1 | 608.482 | 1139.692 | <0.0001* | |
quadratic | x21 | –4.195 | 74.097 | 1 | 74.097 | 138.784 | 0.0003* |
x22 | –12.088 | 615.190 | 1 | 615.190 | 1152.257 | <0.0001* | |
x23 | –7.340 | 226.845 | 1 | 226.845 | 424.882 | <0.0001* | |
interaction | x1x2 | –0.453 | 0.819 | 1 | 0.819 | 1.534 | 0.283 |
x1x3 | –1.250 | 6.250 | 1 | 6.250 | 11.706 | 0.027* | |
x2x3 | –0.808 | 2.608 | 1 | 2.608 | 4.885 | 0.092 | |
residual | 37.31 | 7 | 5.330 | ||||
pure error | 2.136 | 4 | 0.534 | ||||
LoF | 35.171 | 3 | 11.724 | 21.959 | 0.006* | ||
core total | 5787.644 | 16 |
Note: SD = 19.02; mean = 132.18; R2 = 0.9936; Radj2 = 0.9853; Rpred2 = 0.9948; coefficient of variation (CV) % = 14.3; adequate precision = 36.5057; PRESS = 30.2435; SS—sum of squares; MS—mean square; PRESS—predicted residual error sum of squares; df–degree of freedom; * significant for p < 0.05.