Table 3 Random effects, model fitness, and multicollinearity
Random effects | Model I (null) | Model II | Model III | Model IV |
|---|---|---|---|---|
Community level variance (SE) | 0.56 (0.13) | 0.45(0.12) | 0. 31 (0.07) | 0.31 (0.07) |
ICC (%) | 14.59 | 14.34 | 8.80 | 6.90 |
PCV (%) | 1.00 | 20.01 | 44.64 | 44.64 |
Model fitness | ||||
 LLR (Log-likelihood Ratio) | −10,133.49 | −10,107.14 | −10,123.44 | −10,097.17 |
 Deviance (−2LL) | 20,266.98 | 20,214.28 | 20,246.88 | 20,194.34 |
Multicollinearity | ||||
 VIF | – | – | – | 1.39 |