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. 2018 Jul 30;96(11):4859–4867. doi: 10.1093/jas/sky308

Table 4.

Linear regression models for predicting carbon dioxide production rate from animal traits

Emissions Order of fitting explanatory variables2 Coefficients for significant variables5
trait1 First Second Third F – value3 F –probability3 R 2 BIC4 b0 b1 b2
TARC heifers
CPR, g/d DMI, kg/d 69.86 <0.001 0.37 2061 3336 ± 294 299.2 ± 35.8
DMI, kg/d Age, d 4.31 0.040 0.40 2061 2211 ± 615 265.9 ± 38.8 3.75 ± 1.81
DMI, kg/d Cohort 20.20 <0.001 0.70 2002
DMI, kg/d BW, kg 35.71 <0.001 0.52 2034 1505 ± 401 138.0 ± 41.4 8.85 ± 1.48
DMI, kg/d BW, kg Cohort 22.43 <0.001 0.79 1967
CPR, g/d BW, kg 106.02 <0.001 0.48 2040 1485 ± 417 12.06 ± 1.17
BW, kg Age, d 0.98 0.325 0.48 2044
BW, kg Cohort 13.52 <0.001 0.70 2003
BW, kg DMI, kg/d 11.11 <0.001 0.52 2034 1505 ± 401 8.85 ± 1.48 138.0 ± 41.4
BW, kg DMI, kg/d Cohort 22.43 <0.001 0.79 1967
BIN steers
CPR, g/d DMI, kg/d 281.57 <0.001 0.47 6322 3401 ± 334 461.7 ± 24.8
DMI, kg/d Age, d 84.7 <0.001 0.58 6252 2106 ± 329 278.6 ± 26.7 5.65 ± 0.61
DMI, kg/d Cohort 28.28 <0.001 0.69 6193
DMI, kg/d BW, kg 111.77 <0.001 0.60 6231 1041 ± 364 210.9 ± 29.0 8.84 ± 0.84
DMI, kg/d BW, kg Cohort 29.98 <0.001 0.77 6093
CPR, g/d BW, kg 376.16 <0.001 0.54 6275 1483 ± 387 12.93 ± 0.67
BW, kg Age, d 29.61 <0.001 0.58 6252 1326 ± 372 9.44 ± 0.91 3.92 ± 0.72
BW, kg Cohort 32.61 <0.001 0.75 6125
BW, kg DMI, kg/d 53.03 <0.001 0.60 6231 1041 ± 364 8.84 ± 0.84 210.9 ± 29.0
BW, kg DMI, kg/d Cohort 29.98 <0.001 0.77 6093
CPR, g/d MBW, kg 373.02 <0.001 0.54 6277 −1099 ± 522 85.42 ± 4.42
MBW, kg Age, d 31.37 <0.001 0.58 6252 −564 ± 508 62.00 ± 5.95 4.00 ± 0.72
MBW, kg Cohort 26.22 <0.001 0.75 6231
MBW, kg ADG, kg/d 79.59 <0.001 0.63 6211 −1470 ± 470 68.39 ± 4.40 1357 ± 152
MBW, kg ADG, kg/d Cohort 29.22 <0.001 0.79 6076

1CPR = carbon dioxide production.

2MBW denotes metabolic body weight.

3For the last explanatory variable fitted in the model.

4BIC = Bayesian information criterion.

5The intercept (b0), and the regression coefficients for the first (b1) and second (b2) explanatory variables.