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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

From: Spatial heterogeneity of the relationships between environmental characteristics and active commuting: towards a locally varying social ecological model

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