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. 2022 Jan 31;12(3):344. doi: 10.3390/ani12030344

Table 2.

Multiple ridge regression analyses (ridge parameter, k = 0.02) on the number of hens under different UV-filtering shelters throughout the day. Only variables that significantly contributed to the most parsimonious model are presented.

UV-Filtering Shelter Flock Predictor 1 Β-Coefficient (Standardised) t-Value p-Value Adjusted R2 and Model’s F-Statistics Relative Weight of the Predictors in the Model
50% A Ambient temperature −0.59 −7.16 <0.0001 R2-adjusted = 0.52 24.62%
Relative ambient humidity −0.36 −4.42 <0.0001 F2.79, 263.03 = 108.58,
p < 0.0001
10.52%
PAR −0.56 −13.25 <0.0001 64.86%
B Ambient temperature −0.40 −11.24 <0.0001 R2-adjusted = 0.58 34.26%
UVAB −0.29 −3.18 <0.01 F2.53, 320.19 = 156.77,
p < 0.0001
32.43%
IR −0.28 −3.08 <0.01 33.31%
70% A Ambient temperature −0.77 −8.48 <0.0001 R2-adjusted = 0.40 38.52%
Relative ambient humidity −0.46 −5.11 <0.0001 F2.79, 263.03 = 71.33,
p < 0.0001
15.64%
UVAB −0.41 −8.87 <0.0001 45.85%
B Ambient temperature −0.44 −10.63 <0.0001 R2-adjusted = 0.44 45.57%
UVAB −0.33 −2.85 <0.01 F2.68, 319.98 = 71.26,
p < 0.0001
18.10%
PAR 0.13 1.66 0.10 17.91%
IR −0.22 −2.70 0.01 18.42%
90% A Ambient temperature −0.93 −9.99 <0.0001 R2-adjusted = 0.35 40.75%
Relative ambient humidity −0.68 −7.44 <0.0001 F3.08, 262.54 = 51.13,
p < 0.0001
18.85%
PAR 0.20 1.84 0.07 19.14%
IR −0.53 −4.92 <0.0001 21.26%
B Ambient temperature −0.54 −12.28 <0.0001 R2-adjusted = 0.38 71.58%
UVAB −0.31 −2.51 0.01 F2.68, 319.98 = 56.45,
p < 0.0001
9.20%
PAR 0.24 2.85 <0.01 9.58%
IR −0.15 −1.78 0.08 9.63%

β-coefficients (standardised) of the predictor variables were estimated separately using the ridge regression coefficient in ‘R’ as the original ridge package did not include the ‘β-coefficient’ value in the regression outputs. 1 UVAB (ultraviolet radiation A and B wavelengths), PAR (photosynthetically active radiation), IR (infrared radiation).