Table 1 General Linear Model (GLM) and General Linear Mixed Model (GLMM) selection. Summaries of selected models for each with the AICc-best fit model are shown below.
Model | Response | Model Type | Random effect | Fixed effects | Description | AIC | Marginal R2 | Conditional R2 | df | LogLik | AICc | ΔAIC | Weight | Fixed Effect | Chi2 | p |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | 95% AKDE | GLM | NA | Null | Final | 59.448 | 2 | − 18.79 | 42.02 | 0.00 | 0.44 | Null | 0.0515449 | 0.048 | ||
2 | 50% AKDE | GLM | NA | Null | Final | − 19.719 | 2 | 15.27 | − 26.10 | 0.00 | 0.42 | Null | 4.72E−19 | < 0.001 | ||
3 | Number of 50% AKDE | GLM | NA | Sex | Final | 1.4278 | 3 | 6.84 | − 6.68 | 0.00 | 0.21 | Sex | 1.57E−14 | 0.017 | ||
4 | GPS Distance | GLMM | Badger ID | Night + Season + GPS Fix | Final | 3521.8 | 0.0360069 | 0.2656167 | 21 | − 58.35 | 165.12 | 0.00 | 0.92 | Night | 58.602 | < 0.001 |
Season | 56.328 | < 0.001 | ||||||||||||||
GPS Fix | 605.94 | < 0.001 | ||||||||||||||
5 | DR Distance | GLMM | Badger ID | Night + GPS Fix | Final | 347.4 | 0 | 0.2536522 | 20 | − 155.27 | 355.76 | 0.00 | 0.93 | Night | 4.791 | 0.029 |
GPS Fix | 2.889 | 0.08919 |
