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Table 4 Statistical analysis of BB design showing coefficients and t and p values for significant variables affecting the CHO by Streptomyces sp. strain AN

From: Production and statistical optimization of cholesterol-oxidase generated by Streptomyces sp. AN strain

Term

Coefficients

Standard error

t Stat

p value

Upper 95.0%

Intercept

6.40523

0.086412

74.12

2.42E−17

2.064964

X1&RS

0.151137

0.043206

3.5

0.0044

99.56026

X2&RS

0.108563

0.043206

2.51

0.0273

97.27277

X3&RS

0.019158

0.043206

0.44

0.6654

33.46475

X4&RS

− 0.0479

0.043206

− 1.11

0.2894

71.06497

X1*X2

− 0.04231

0.074835

− 0.57

0.5823

41.77478

X1*X3

0.104572

0.074835

1.4

0.1876

81.2398

X2*X3

0.051089

0.074835

0.68

0.5078

49.22296

X1*X4

0.019158

0.074835

0.26

0.8023

19.7719

X2*X4

− 0.28498

0.074835

− 3.81

0.0025

99.75072

X3*X4

0.059869

0.074835

0.8

0.4392

56.07516

X1*X1

− 0.09739

0.064809

− 1.5

0.1588

84.12301

X2*X2

− 0.16604

0.064809

− 2.56

0.0249

97.50889

X3*X3

− 0.10856

0.064809

− 1.68

0.1197

88.02517

X4*X4

− 0.14209

0.064809

− 2.19

0.0488

95.12073

ANOVA

df

SS

MS

F

Prob > F

Model

14

0.102921

0.007352

3.3459

0.0213

Error

12

0.026366

0.002197

  

C. total

26

0.129287

   

R2

0.796068

    

R2 Adj

0.558148

    

Root mean square error

0.046874

    

Mean of response

1.934444

    

Observations (or sum Wgts)

27

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