Table 2.
Comparison of AIC of various models. Models were compared in a predetermined stepwise fashion based on biological significance and increasing complexity of the variables. Models with lower AIC are considered better fitting. Best fitting model in italics.
Model | Variables included in the model | AIC |
---|---|---|
1 | Intercept and random effects for animal and year (null model) | 7415 |
2 | Rearing, sex, age, and random effects for animal and year (covariate only model) | 7064 |
3 | Rearing, sex, age, origin and random effects for animal and year | 7061 |
4 | Rearing, sex, age, origin, response to novel object, and random effects for animal and year |
7027 |
5 | Rearing, sex, age, origin, response to novel object, enrichment device, and random effects for animal and year |
7024 |
6 |
Rearing, sex, age, origin, response to novel object, enrichment device, pairing,
and random effects for animal and year |
6985 |