Table 2 Analysis of variance for removal of Pb (II) ions by MMT-K10.

From: Modeling, optimization and efficient use of MMT K10 nanoclay for Pb (II) removal using RSM, ANN and GA

Source

Sum of squares

Df

Mean square

F-value

p-value

 

Model

734.85

14

52.49

198.10

 < 0.0001

Significant

A-pH

138.92

1

138.92

524.31

 < 0.0001

*

B- MMT-K10

24.06

1

24.06

90.79

 < 0.0001

*

C-Time

23.77

1

23.77

89.72

 < 0.0001

*

D-Pb

68.69

1

68.69

259.24

 < 0.0001

*

AB

0.0756

1

0.0756

0.2854

0.6022

 

AC

0.0441

1

0.0441

0.1664

0.6899

 

AD

0.1600

1

0.1600

0.6039

0.4510

 

BC

0.1122

1

0.1122

0.4235

0.5265

 

BD

0.9506

1

0.9506

3.59

0.0807

 

CD

0.0900

1

0.0900

0.3397

0.5700

 

A2

417.67

1

417.67

1576.31

 < 0.0001

 

B2

1.36

1

1.36

5.15

0.0410

 

C2

19.24

1

19.24

72.62

 < 0.0001

 

D2

62.53

1

62.53

236.00

 < 0.0001

 

Residual

3.44

13

0.2650

   

Lack of fit

3.08

10

0.3077

2.51

0.2426

Not significant

Pure error

0.3675

3

0.1225

   

Cor total

738.29

27