Table 3 Overall performances of both global and local (bi-square kernel) regressions used for modeling associations between active commuting behaviors and individual and environmental factors
Model (N = 4164) | Deviance (D) | Effective number of parameters (k) | AIC c (D + 2*k) | Deviance explained |
|---|---|---|---|---|
GPR | 6733 | 12 | 6757 | 0.24 |
GWPR (800 neighbors) | 6207 | 167 | 6556 | 0.30 |