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Table 6 Analysis of variance (ANOVA) for bioethanol production of co-fermenting S. cerevisiae TA2 and W. anomalus HCJ2F-19 using CCD experiments

From: Bioethanol production from sugarcane molasses by co-fermentation of Saccharomyces cerevisiae isolate TA2 and Wickerhamomyces anomalus isolate HCJ2F-19

Source

SS

Df

MS

F-value

p-value

 

Model

3455.78

14

246.84

45.94

 < 0.0001

Significant

A-Mixing rate

470.58

1

470.58

87.59

 < 0.0001

 

B-Temperature

34.24

1

34.24

6.37

0.0233

 

C-Molasses

0.0099

1

0.0099

0.0018

0.9663

 

D-Incubation time

4.00

1

4.00

0.7437

0.4021

 

AB

9.47

1

9.47

1.76

0.2042

 

AC

2.46

1

2.46

0.4577

0.5090

 

AD

13.27

1

13.27

2.47

0.1369

 

BC

31.00

1

31.00

5.77

0.0297

 

BD

37.54

1

37.54

6.99

0.0184

 

CD

25.12

1

25.12

4.68

0.0472

 

A2

829.50

1

829.50

154.39

 < 0.0001

 

B2

386.86

1

386.86

72.00

 < 0.0001

 

C2

386.86

1

386.86

72.00

 < 0.0001

 

D2

2126.14

1

2126.14

395.73

 < 0.0001

 

Residual

80.59

15

5.37

   

Lack of Fit

72.08

10

7.21

4.23

0.0624

Not significant

Pure Error

8.51

5

1.70

   

Total

3536.38

29

    
  1. R2 = 0.9772; adjusted R2 = 0.9559; predicted R2 = 0.8792; Adeq. Precision = 38.42
  2. SS Sum of squares, df degree of freedom, MS Mean square