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. 2016 Oct 8;6(2):219. doi: 10.1007/s13205-016-0535-2

Table 2.

Sequential model fitting for all the responses (in terms of inhibition zone produced by bioactive metabolite)

Model parameter S. aureus B. subtilis X. campestris P. aeruginosa C. albicans
Sequential model sum of squares—quadratic vs 2FI (suggested)
 Sum of squares 85.83 59.22 237.14 94.56 26.82
 df 5 5 5 5 5
 Mean square 11.17 11.84 47.43 18.91 5.36
 F value 2157.78 240.13 982.19 317.08 590.81
 p value (Prob > F) <0.0001 <0.0001 <0.0001 <0.0001 <0.0001
Lack of fit tests—quadratic (suggested)
 Sum of squares 0.15 0.71 1.40 1.73 0.26
 df 20 20 20 20 25
 Mean square 7.535E−003 0.036 0.0070 0.086 1.08
 F value 0.85 0.44
 p value (Prob > F) 0.6410 0.9373
Model summary statistics—quadratic (suggested)
 Std. Dev. 0.089 0.22 0.22 0.24 0.095
 R 2 0.9975 0.9797 0.9944 0.9824 0.9925
 Adjusted R 2 0.9957 0.9657 0.9906 0.9702 0.9873
 Predicted R 2 0.9931 0.9503 0.9811 0.9551 0.9781

df degrees of freedom