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Table 3 Regression coefficients and P-values for S. Cerevisiae Model

From: Statistics-based model for prediction of chemical biosynthesis yield from Saccharomyces cerevisiae

 

Model 1

Model 2

Model 3

 

With primary steps

Without primary steps

Ethanol as a primary metabolite

Variable

Coefficient

P-value

Std. Error

Coefficient

P-value

Std. Error

Coefficient

P-value

Std. Error

Intercept

-1.53

0

0.42

-1.60

0

0.34

-1.73

0

0.41

Primary step

-0.01

0.76

0.04

-

-

-

0.003

0.93

0.03

Secondary step

-0.19

0

0.02

-0.19

0

0.02

-0.19

0

0.02

OVE C2

0.007

0.98

0.26

0.0003

0.99

0.25

0.05

0.84

0.24

OVE C3

0.52

0.07

0.29

0.50

0.079

0.28

0.56

0.05

0.28

KNO C2

0.31

0.08

0.18

0.31

0.078

0.18

0.37

0.03

0.17

NUT C2

0.73

0

0.18

0.73

0

0.18

0.71

0

0.17

INT C2

0.77

0.02

0.31

0.82

0.001

0.25

0.86

0.004

0.29

CUL C2

0.51

0.02

0.22

0.51

0.02

0.21

0.51

0.02

0.21

OXY C2

0.27

0.32

0.27

0.28

0.31

0.27

0.12

0.65

0.27

Multiple R 2

 

0.55

  

0.55

  

0.58

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