Table 2.
Source | Sum of squares |
df | Mean square |
F value |
p-value Prob > F |
|
---|---|---|---|---|---|---|
Model | 90.8741 | 14 | 6.491005119 | 160.6264757 | < 0.0001 | Significant |
A- Carbon source | 1.1137 | 1 | 1.113704167 | 27.55973412 | < 0.0001 | |
B- Nitrogen source | 6.15094 | 1 | 6.1509375 | 152.2111591 | < 0.0001 | |
C- pH | 74.6595 | 1 | 74.6595375 | 1847.52564 | < 0.0001 | |
D- Bacterial concentration | 0.2262 | 1 | 0.226204167 | 5.597650504 | 0.0319 | |
AB | 2.05206 | 1 | 2.05205625 | 50.78020388 | < 0.0001 | |
AC | 0.08266 | 1 | 0.08265625 | 2.045412365 | 0.1732 | |
AD | 0.16606 | 1 | 0.16605625 | 4.109229574 | 0.0608 | |
BC | 3.75391 | 1 | 3.75390625 | 92.8942005 | < 0.0001 | |
BD | 0.20026 | 1 | 0.20025625 | 4.955543106 | 0.0418 | |
CD | 0.02806 | 1 | 0.02805625 | 0.694280235 | 0.4178 | |
A2 | 1.5E-05 | 1 | 1.45833E-05 | 0.000360879 | 0.9851 | |
B2 | 2.06644 | 1 | 2.066436012 | 51.13604561 | < 0.0001 | |
C2 | 0.05076 | 1 | 0.050764583 | 1.256220872 | 0.2800 | |
D2 | 0.06659 | 1 | 0.066586012 | 1.647738097 | 0.2187 | |
Residual | 0.60616 | 15 | 0.040410556 | |||
Lack of fit | 0.54703 | 10 | 0.0547025 | 4.625352311 | 0.0524 | Not significant |
Pure error | 0.05913 | 5 | 0.011826667 | |||
Cor total | 91.4802 | 29 | ||||
Standard Deviation | 0.20 | |||||
Mean | 3.007 | |||||
Coefficient of variation (%) | 6.68 | |||||
PRESS | 3.23 | |||||
R2 | 0.9933 | |||||
Adjusted R2 | 0.987 | |||||
Predicted R2 | 0.964 | |||||
Adequate precision | 49.63 |
Where df = degree of freedom, Cor Total = Corrected Total Sum of Squares, PRESS = prediction error sum of squares.