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. 2020 Sep 29;10:16021. doi: 10.1038/s41598-020-73031-1

Table 3.

Analysis of variance for biosorption of Pb2+ by Ulva lactuca biomass obtained by FCCCD.

Source of variance Degrees of freedom Sum of square Mean of square F-value P-value Coefficient estimate
Model 20 1263.97 63.20 61.08  < 0.0001* 96.49
Linear effect X1 1 2.24 2.24 2.17 0.1518 − 0.26
X2 1 188.66 188.66 182.32  < 0.0001* 2.36
X3 1 16.10 16.10 15.56 0.0005* 0.69
X4 1 159.28 159.28 153.93  < 0.0001* 2.16
X5 1 79.07 79.07 76.42  < 0.0001* 1.53
Interaction effect X1X2 1 94.60 94.60 91.42  < 0.0001* 1.72
X1X3 1 31.09 31.09 30.04  < 0.0001* − 0.99
X1X4 1 0.14 0.14 0.13 0.7178 0.07
X1X5 1 67.86 67.86 65.58  < 0.0001* 1.46
X2X3 1 0.13 0.13 0.12 0.7281 0.06
X2X4 1 11.69 11.69 11.30 0.0022* 0.60
X2X5 1 37.58 37.58 36.32  < 0.0001 − 1.08
X3X4 1 14.93 14.93 14.43 0.0007* 0.68
X3X5 1 20.22 20.22 19.55 0.0001* − 0.80
X4X5 1 12.50 12.50 12.08 0.0016* − 0.63
Quadratic effect X12 1 5.32 5.32 5.14 0.0310* 1.47
X22 1 7.43 7.43 7.18 0.0120* − 1.73
X32 1 22.09 22.09 21.35  < 0.0001* − 2.99
X42 1 12.90 12.90 12.46 0.0014* − 2.28
X52 1 8.31 8.31 8.03 0.0083* − 1.83
Error effect Lack of Fit 22 14.03 0.64 0.28 0.9899
Pure Error 7 15.97 2.28
R2 0.9768 Std. Dev 1.02
Adj R2 0.9608 Mean 91.48
Pred R2 0.9474 C.V. % 1.11
Adeq Precision 30.32 PRESS 68.01

* Significant values, F: Fishers's function, P: Level of significance, C.V: Coefficient of variation.