Table 2 Analysis of variance (ANOVA) results of remove ENF and RhB.

From: Removal of drug and dye from aqueous solutions by graphene oxide: Adsorption studies and chemometrics methods

Source

DF

ENF

RhB

Sum of squares

Mean square

F-value

P-value

Sum of squares

Mean square

F-value

P-value

Model

20

7893.73

394.69

424.08

<0.0001

5271.07

263.55

1721.34

<0.0001

X1

1

984.06

984.06

1057.34

<0.0001

1303.16

1303.16

8511.29

<0.0001

X2

1

1931.78

1931.78

2075.63

<0.0001

1151.35

1151.35

7519.76

<0.0001

X3

1

1455.17

1455.17

1563.53

<0.0001

857.17

857.17

5598.42

<0.0001

X4

1

827.20

827.20

888.80

<0.0001

437.33

437.33

2856.34

<0.0001

X5

1

1320.17

1320.17

1418.47

<0.0001

633.76

633.76

4139.26

<0.0001

X1 X2

1

10.56

10.56

11.35

0.0063

0.052

0.052

0.34

0.5727

X1 X3

1

63.60

63.60

68.34

<0.0001

5.75

5.75

37.54

<0.0001

X1 X4

1

4.08

4.08

4.38

0.0602

0.63

0.63

4.10

0.0678

X1 X5

1

38.38

38.38

41.24

<0.0001

0.018

0.018

0.11

0.7413

X2 X3

1

11.63

11.63

12.49

0.0047

1.87

1.87

12.21

0.0050

X2 X4

1

49.07

49.07

52.72

<0.0001

0.52

0.52

3.41

0.0919

X2 X5

1

3.92

3.92

4.21

0.0647

12.34

12.34

80.58

<0.0001

X3 X4

1

92.54

92.54

99.44

<0.0001

6.59

6.59

43.05

<0.0001

X3 X5

1

94.58

94.58

101.62

<0.0001

4.03

4.03

26.32

0.0003

X4 X5

1

70.73

70.73

75.99

<0.0001

7.58

7.58

49.48

<0.0001

\({X}_{1}^{2}\)

1

98.42

98.42

105.75

<0.0001

400.14

400.14

2613.44

<0.0001

\({X}_{2}^{2}\)

1

37.32

37.32

40.10

<0.0001

102.26

102.26

667.91

<0.0001

\({X}_{3}^{2}\)

1

50.47

50.47

54.23

<0.0001

71.01

71.01

463.80

<0.0001

\({X}_{4}^{2}\)

1

823.73

823.73

885.07

<0.0001

422.11

422.11

2756.88

<0.0001

\({X}_{5}^{2}\)

1

78.58

78.58

84.43

<0.0001

63.90

63.90

417.33

<0.0001

Residual

11

10.24

0.93

  

1.68

0.15

  

Lack of Fit

6

7.04

1.17

1.84

0.2605

0.37

0.062

0.24

0.9464

Pure Error

5

3.19

0.64

  

1.31

0.26

  

Cor Total

31

7903.97

   

5272.76

   

Model Summary Statistics

 

ENF

RhB

Precision

R2

R2-Adj

Adequate Precision

R2

R2-Adj

Adequate Precision

 

0.9987

0.9963

86.74

0.9997

0.9991

171.10