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. 2014 Nov;27(11):1652–1662. doi: 10.5713/ajas.2014.14562

Table 4.

Analysis of variance results of regressions for total VFAs at 24 h incubation and biogas production at 12 h incubation

Response Source Degree of freedom Sum of square Mean of square f-value p-value
Total VFAs at 24 h Regression 9 523.11 58.12 10.13 0.010
Linear 3 367.83 7.79 1.36 0.356
Square 3 38.40 10.61 1.85 0.256
Interaction 3 116.88 38.96 6.79 0.033
Residual error 5 28.69 5.74 - -
Lack-of-fit 3 24.93 8.31 4.43 0.190
Pure error 2 3.75 1.88 - -
Total 14 551.80 - - -
Propionate at 24 h Regression 9 35.54 3.95 13.07 0.006
Linear 3 23.82 0.88 2.93 0.139
Square 3 4.03 1.12 3.72 0.096
Interaction 3 7.69 2.56 8.49 0.021
Residual error 5 1.51 0.30 - -
Lack-of-fit 3 1.42 0.47 10.66 0.087
Pure error 2 0.09 0.04 - -
Total 14 37.06 - - -
Biogas production at 12 h Regression 9 1113.36 123.71 17.39 0.003
Linear 3 256.48 255.02 35.85 0.001
Square 3 829.79 280.32 39.40 0.001
Interaction 3 27.10 9.03 1.27 0.379
Residual error 5 35.57 7.11 - -
Lack-of-fit 3 22.90 7.64 1.21 0.483
Pure error 2 12.67 6.33 - -
Total 14 1148.93 - - -

VFA, volatile fatty acid.

R2 values for total VFAs, propionic acid and biogas production were 94.8%, 95.9%, and 96.9%, respectively.