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Table 2 Model selection of seasonal and annual variation in prey ingestion rates, estimated by the RF model applied to 0.4 s segments of 20 Hz acceleration data

From: Prey ingestion rates revealed by back-mounted accelerometers in Eurasian spoonbills

 

df

ΔAICc

Akaike weight

season * year

19

0

1.00

season + year

13

28.35

0.00

season

10

53.84

0.00

year

6

1191.11

0.00

3

1206.01

0.00

  1. Season is modelled as a quadratic effect of day of the year (yday): β0 + β1·yday + β2·yday2. For the model season * year, the three β-parameters are estimated separately for each year. All models include a random intercept (random variation around β0), and for the models with seasonal effects also random slopes (random variation around β1 and β2), with individual as random effect