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. 2016 Feb 10;62(1):45–51. doi: 10.1093/cz/zov001

Table 1.

Comparisons of candidate models with different random effect structures by ΔAICc value

Model Random effects AICc
Full model Intercept, temperature, observation 135.3
(a) Intercept, temperature 106.4
(b) Intercept, observation 141.8
(c) Intercept only 137.7
(d) Intercept, temperature, no correlation 135.1

Model (a) outcompeted the simpler intercepts only model (c) and a random slope (for temperature) model that did not assume a correlation between intercept and slope (d). A model allowing random slopes for observation number (b) was worse than the intercept only model. There was no justification for the most complex model including random slopes for both temperature and observation (full model).