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. 2019 Jun 25;3(3):1064–1075. doi: 10.1093/tas/txz019

Table 2.

Equations using fermenter DMI as independent variable

Dependent variables Equation AIC MSE R2 P valued
VFA, %, otherwise stateda
 Total VFA, mM Ŷ = 33.5202 + 0.8296 × DMI 3,253 213.0 0.73 0.01
 Acetate Ŷ = 59.1 2,794 45.3 >0.05
 Propionate Ŷ = 17.4964 + 0.09516 × DMI 2,674 52.3 0.81 0.01
 Butyrate Ŷ = 11.41 1,851 12.0 >0.05
True digestibility, %
 OM Ŷ = 86.4729 × (1 – 0.005413)DMI 2,516 29.9 0.81 0.01
 CP Ŷ = 112.11 – 0.8022 × DMI + 0.001905 × DMI2 2,679 210.0 0.63 0.04
NDF digestibility Ŷ = 90.0419 – 0.4956 × DMI 2,516 111.0 0.71 0.04
NH3–N, mg/dL Ŷ = 28.0475 – 0.3098 × DMI + 0.001337 × DMI2 –115 13.0 0.08 0.02
N flow, g/d
 NH3–N Ŷ = 0.3224 –335 0.03 >0.05
 NANb Ŷ = 1.0213 – 0.02418 × DMI + 0.000437 × DMI2 16.5 0.06 0.88 0.01
 Bacterial-N Ŷ = 0.3224 – 0.00857 × DMI + 0.000228 × DMI2 –1.03 0.05 0.84 0.01
 Dietary-N Ŷ = 0.08241 × exp(0.02869 × DMI) –86.1 0.03 0.85 0.01
EMPSc Ŷ = 30.1485 2,475 46.2 >0.05

AIC = Akaike information criteria; MSE = mean square error.

aVolatile fatty acids.

bNon-ammonia nitrogen.

cEfficiency of microbial protein synthesis, calculated as g of bacterial nitrogen/kg of organic matter truly digested.

d P value of the model.