Table 4 The analysis of variance ANOVA.

From: RSM optimization and morphological investigation of bismuth ferrite for photodegradation of organic pollutant under visible light

Source

Sum of Squares

Df

Mean Square

F Value

p-value

Prob > F

Status

Model

28454.06607

20

1422.703304

20.08521557

< 0.0001

significant

A-Lamp

7084.913063

1

7084.913063

100.0222645

< 0.0001

 

B-Time

3958.707123

1

3958.707123

55.88760898

< 0.0001

 

C-Dose catalyst

759.0765625

1

759.0765625

10.71637098

0.0027

 

D-pH

13154.7663

1

13154.7663

185.7142781

< 0.0001

 

E-Concentration

159.5603025

1

159.5603025

2.252615189

0.1442

 

AB

141.1620031

1

141.1620031

1.99287459

0.1687

 

AC

94.35945312

1

94.35945312

1.332132956

0.2578

 

AD

160.2497531

1

160.2497531

2.262348606

0.1434

 

AE

153.4314031

1

153.4314031

2.166089584

0.1519

 

BC

32.26052813

1

32.26052813

0.455442579

0.5051

 

BD

135.5069531

1

135.5069531

1.91303862

0.1772

 

BE

5.942628125

1

5.942628125

0.083895895

0.7741

 

CD

253.1812531

1

253.1812531

3.574322231

0.0687

 

CE

224.5610281

1

224.5610281

3.170272148

0.0855

 

DE

548.5500031

1

548.5500031

7.74423243

0.0094

 

A2

735.2653781

1

735.2653781

10.3802132

0.0031

 

B2

66.78790312

1

66.78790312

0.94288769

0.3396

 

C2

0.687378125

1

0.687378125

0.009704158

0.9222

 

D2

126.5242781

1

126.5242781

1.786224432

0.1918

 

E2

658.5727781

1

658.5727781

9.297494552

0.0049

 

Residual

2054.167438

29

70.83335994

   

Lack of Fit

1878.734991

22

85.39704506

3.407461539

0.0507

not significant

Pure Error

175.4324469

7

25.06177813

   

Cor Total

30508.23351

49

    
  1. R2 = 0.93, Adj R2 = 0.87, Pred. R2 = 0.75, Std. Dev. = 8.416, CV (%) = 14.12, Adj precision = 17.50.