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. 2011 Nov 20;11:110. doi: 10.1186/1472-6750-11-110

Table 4.

Analysis of variance (ANOVA) for the experimental results of the CCRD


Source Biomass (g/L) Specific activity (μmol/min/g)

SS df SM F-value P-value* SS df SM F-value P-value*

Model 0.22 14 0.015 73.18 < 0.0001 256.26 14 18.30 101.9 < 0.0001
X1 0.081 1 0.081 384.8 < 0.0001 25.74 1 25.74 143.3 < 0.0001
X2 0.0024 1 0.0024 11.30 0.0043 20.99 1 20.99 116.8 < 0.0001
X3 0.024 1 0.024 112.7 < 0.0001 0.11 1 0.11 0.6066 0.4482
X4 0.065 1 0.065 307.5 < 0.0001 120.26 1 120.26 669.5 < 0.0001
X1X2 0.0079 1 0.0079 37.38 < 0.0001 3.11 1 3.11 17.33 0.0008
X1X3 0.0062 1 0.0062 29.43 < 0.0001 8.40 1 8.40 46.80 < 0.0001
X1X4 0.00045 1 0.00045 2.143 0.1638 0.28 1 0.28 1.539 0.2338
X2X3 0.00056 1 0.00056 2.677 0.1226 1.08 1 1.08 6.031 0.0267
X2X4 0.00004 1 0.00004 0.1850 0.6729 0.43 1 0.43 2.383 0.1435
X3X4 0.00066 1 0.00066 3.147 0.0964 27.03 1 27.03 150.5 < 0.0001
X12 0.019 1 0.019 91.35 < 0.0001 22.26 1 22.26 123.9 < 0.0001
X22 0.0068 1 0.0068 32.25 < 0.0001 2.18 1 2.18 12.15 0.0033
X32 0.0088 1 0.0088 41.55 < 0.0001 33.01 1 33.01 183.8 < 0.0001
X42 0.0027 1 0.0027 12.67 0.0029 0.68 1 0.66 3.648 0.0755
Lack of fit 0.0025 10 0.00025 1.89 0.2497 0.88 10 0.088 0.24 0.9722
R2 = 0.9856 R2 = 0.9896

X1, glucose; X2, soy peptone; X3, MnSO4·H2O; X4, initial pH.

*P < 0.05 are significant.

SS: Sum of squares; DF: degrees of freedom; SM: mean squares.