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Table 2 ANOVA for joint test

From: Comparison of estimation capabilities of response surface methodology (RSM) with artificial neural network (ANN) in lipase-catalyzed synthesis of palm-based wax ester

Source

Sum of squares

Degree of freedom

Mean square

F-value

Prob > F

Model

9506

14

679

232

< 0.0001a

Temperature (A)

5.86

1

5.86

2

0.177b

Time (B)

5180

1

5180

1770

< 0.0001a

Molar ratio (C)

19.6

1

19.6

6.7

0.0206a

Amount of enzyme (D)

359

1

359

123

< 0.0001a

A 2

2020

1

2020

690

< 0.0001a

B 2

1790

1

1790

611

< 0.0001a

C 2

216

1

216

73.7

< 0.0001a

D 2

73.5

1

73.5

25.2

0.000154a

AB

52.6

1

52.6

18

0.000712a

AC

3.55

1

3.55

1.22

0.288b

AD

1.19

1

1.19

0.406

0.533b

BC

221

1

221

75.6

< 0.0001a

BD

270

1

270

92.5

< 0.0001a

CD

42.1

1

42.1

14.4

0.0017a

Residual

43.8

15

2.92

  

Lack of fit

38.9

10

3.89

3.95

0.0714b

Pure error

4.93

5

0.985

  

Cor total

9550

29

   
  1. a Significant at "Prob > F" less than 0.05
  2. b Insignificant at "Prob > F" more than 0.05