A chemometric approach based on response surface methodology for optimization of antibiotic and organic dyes removal from water samples

Table 6 ANOVA for removal of MB

Source	Sum of squares	DF*	Mean square	F-value	p-value
Model	7485.59	14	534.69	200.93	< 0.0001	Significant
A	212.02	1	212.02	79.67	< 0.0001	Significant
B	243.99	1	243.99	91.69	< 0.0001	Significant
C	228.55	1	228.55	85.89	< 0.0001	Significant
D	260.96	1	260.96	98.07	< 0.0001	Significant
AB	324.18	1	324.18	121.82	< 0.0001	Significant
AC	1677.31	1	1677.31	630.32	< 0.0001	Significant
AD	35.64	1	35.64	13.39	0.0026	Not significant
BC	764.80	1	764.80	287.40	< 0.0001	Significant
BD	81.09	1	81.09	30.47	< 0.0001	Significant
CD	141.73	1	141.73	53.26	0.0013	Not significant
A²	2035.69	1	2035.69	764.99	< 0.0001	Significant
B²	1392.46	1	1392.46	523.27	< 0.0001	Significant
C²	197.41	1	197.41	74.18	< 0.0001	Significant
D²	1379.90	1	1379.90	518.55	< 0.0001	Significant
Residual	37.25	14	2.66
Lack of Fit	25.95	10	2.59	0.9180	0.5873	Not significant
Pure Error	11.31	4	2.83
Cor Total	7522.85	28
R² = 0.9950	Adjusted R² = 0.9901		Predicted R² = 0.9778		Adeq-Precision = 46.71

ISSN: 2661-801X