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Table 3 Regression statistical analyses of the Plackett–Burman experimental results

From: Mycosynthesis of silver nanoparticles from endophytic Aspergillus flavipes AUMC 15772: ovat-statistical optimization, characterization and biological activities

Variable

Coefficient

Standard error

Main effect

Main effect (%)

tStat

P-value

Lower 95.0%

Upper 95.0%

Intercept

2.7176

0.0810

–

–

33.5436

0.0008

2.3690

3.0662

x1

0.1903

0.0810

− 1.36575

− 210.6826

2.3498

0.1432

− 0.1582

0.5389

x2

− 0.1543

0.0810

1.23425

190.3972

− 1.9054

0.1970

− 0.5029

0.1942

x3

0.3538

0.0810

0.70775

109.1785

4.3678

0.0486

0.0052

0.7024

x4

0.6171

0.0810

0.38075

58.7350

7.6171

0.0168

0.2685

0.9657

x5

− 0.6828

0.0810

− 0.30875

− 47.6282

− 8.4287

0.0137

− 1.0314

− 0.3342

Analysis of variance (ANOVA)

 

df

SS

MS

F-test

Significance F

P-value

Regression

5

8.2597

1.6519

31.4591

0.0311

significant

Residual

2

0.1050

0.0525

   

Total

7

8.3647

    

R square:

0.9874

     

Adjusted R square:

0.9560

     

Multiple R:

0.9937

     
  1. Where t Student’s test, P corresponding level of significance, df degree of freedom, SS sum of squares, MS mean sum of squares, F Fisher’s function; and significance. F corresponding level of significance