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Table 6 Analysis of variance (ANOVA) for the response surface quadratic model for removal of the levofloxacin by (a) nZVI and (b) CuONPs

From: Adsorptive removal of levofloxacin and antibiotic resistance genes from hospital wastewater by nano-zero-valent iron and nano-copper using kinetic studies and response surface methodology

Source(a)

Sum of squares

df

Mean square

F-value

p-value

 

Model

2067.52

14

147.68

134.89

?<?0.0001

Significant

A-ph

647.83

1

647.83

591.72

?<?0.0001

 

B-con

123.39

1

123.39

112.71

?<?0.0001

 

C-dose

48.12

1

48.12

43.95

?<?0.0001

 

D-time

183.61

1

183.61

167.71

?<?0.0001

 

AB

7.90

1

7.90

7.21

0.0178

 

AC

0.2070

1

0.2070

0.1891

0.6703

 

AD

31.58

1

31.58

28.85

?<?0.0001

 

BC

3.52

1

3.52

3.21

0.0948

 

BD

21.86

1

21.86

19.96

0.0005

 

CD

7.70

1

7.70

7.03

0.0190

 

A2

897.99

1

897.99

820.22

?<?0.0001

 

B2

11.69

1

11.69

10.68

0.0056

 

C2

4.43

1

4.43

4.05

0.0639

 

D2

91.33

1

91.33

83.42

?<?0.0001

 

Residual

15.33

14

1.09

   

Lack of fit

14.08

10

1.41

4.51

0.0799

Not significant

Pure error

1.25

4

0.3123

   

Cor total

2082.85

28

    

Std. Dev

1.05

 

R2

0.9926

Mean

70.80

 

Adjusted R2

0.9853

C.V. %

1.48

 

Predicted R2

0.9601

   

Adeq precision

39.3323

Source (b)

Sum of squares

df

Mean square

F-value

p-value

 

Model

3094.40

14

221.03

49.97

?<?0.0001

Significant

A-ph

1144.26

1

1144.26

258.67

?<?0.0001

 

B-con

599.25

1

599.25

135.47

?<?0.0001

 

C-dose

10.98

1

10.98

2.48

0.1374

 

D-time

357.52

1

357.52

80.82

?<?0.0001

 

AB

10.18

1

10.18

2.30

0.1516

 

AC

0.0156

1

0.0156

0.0035

0.9534

 

AD

0.0156

1

0.0156

0.0035

0.9534

 

BC

3.84

1

3.84

0.8684

0.3672

 

BD

0.5625

1

0.5625

0.1272

0.7267

 

CD

13.14

1

13.14

2.97

0.1068

 

A2

799.98

1

799.98

180.84

?<?0.0001

 

B2

87.74

1

87.74

19.84

0.0005

 

C2

3.60

1

3.60

0.8129

0.3825

 

D2

170.07

1

170.07

38.45

?<?0.0001

 

Residual

61.93

14

4.42

   

Lack of Fit

25.26

10

2.53

0.2755

0.9553

Not significant

Pure Error

36.67

4

9.17

   

Cor Total

3156.33

28

    

Std. Dev

2.10

 

R2

0.9804

Mean

68.12

 

Adjusted R2

0.9608

C.V. %

3.09

 

Predicted R2

0.9358

   

Adeq precision

24.7624