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Table 3 Top model set explaining the (a) proportion of time spent active and (b) daily energy expenditure, with all models within ΔAICc = 6 and lower than all simpler nested models

From: Behaviour, temperature and terrain slope impact estimates of energy expenditure using oxygen and dynamic body acceleration

Model

Variables retained

K

R2

AICc

ΔAICc

Weight

(a) Proportion time active

Enclosure + (ID) + (Date)

5

0.64

− 430.7

0

0.82

 

(ID) + (Date)

4

0.63

− 427.6

3.09

0.18

(b) Daily energy expenditure

Enclosure × Temp + (ID) + (Date)

7

0.82

1264.7

0

0.966

  1. The degrees of freedom for each model (df), amount of variation explained (R2), AICc and Akaike model weights are shown for each model