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. 2018 Feb 24;29(3):589–597. doi: 10.1093/beheco/ary009

Table 1.

Mixed model results

Model Response variable Fixed predictor variables Random effects LRT P B (SE) n AICc
1 Mean reward per choice trial Proportion of risky choices Family 0.004 0.948 0.005 (0.08) 30
2 ΔTL Starting TL Family 1.86 0.173 −0.16 (0.10) 26
3 Cage entry body weight ΔTL Family 8.72 0.003 16.83 (4.71) 26
4 BWC ΔTL Family 5.19 0.023 −11.75 (4.38) 26
5 Variable reward chosen Scale (ΔTL) Family/Bird 7.51 0.006 0.17 (0.07) 26 10151.26
Scale (BWC) 10.25 0.001 0.20 (0.08)
Scale (ΔTL) × scale (BWC) 1.59 0.207 0.09 (0.07)
6 Variable reward chosen Scale (Juvenile TL) Family/Bird 0.21 0.645 0.03 (0.08) 26 10160.06
Scale (BWC) 4.77 0.029 0.19 (0.08)
Scale (Juvenile TL) × scale (BWC) 0.09 0.768 −0.02 (0.06)
7 Variable reward chosen Scale (BWC) Family/Bird 3.22 0.073 0.17 (0.08) 26 10159.96
Amount:Plentya 0.82 0.366 −0.25 (0.22)
Effort:Hardb 1.11 0.292 −0.27 (0.21)
Amount × Effort 0.47 0.492 0.21 (0.30)
8 Variable reward chosen Scale (BWC) Family/Bird 4.64 0.031 0.18 (0.08) 26 10156.35
9 Variable reward chosen Scale (ΔTL) Family/Bird 1.90 0.169 0.13 (0.08) 26 10159.10
10 ln(Learning speed) ΔTL Family 1.99 0.159 −2.56 (1.86) 22
11 ln(Learning speed) BWC Family 0.03 0.853 0.01 (0.05) 26
12 ln(Learning speed) Juvenile TL Family 0.32 0.573 0.57 (1.05) 22
13 ln(Learning speed) Amount:Plentya Family 0.91 0.341 1.45 (0.99) 26
Effort:Hardb 0.03 0.865 1.11 (1.11)
Amount × Effort 1.61 0.204 −1.73 (1.45)
14 Variable reward chosen Scale (Learning speed) Family/Bird 0.45 0.500 −0.06 (0.09) 26

Scaled continuous fixed predictors are used in models 5–9 for the purposes of comparing effect sizes. Starting TL is telomere length measured by T/S ratio at day 5. BWC is Body Weight Change. ΔTL is developmental telomere attrition from day 5 to day 56. Juvenile TL is telomere length measured by T/S ratio at day 56. Learning speed is the number of autoshaping trials until the bird first pecked the lit key.

aReference group for Plenty is Lean. bReference group for Hard is Easy.