Table 2 Marginal effects of the fixed effects and hyperparameters of the posterior distributions, plus model statistics.
From: Practical geospatial and sociodemographic predictors of human mobility
Parameter | Mean | Lower 95% CI | Upper 95% CI |
|---|---|---|---|
Intercept | 1.037 | 0.369 | 1.756 |
Accessibility to urban centre | 0.002 | 0.001 | 0.004 |
Education | 5.337 | 1.996 | 8.867 |
School holidays | 0.007 | 0.004 | 0.01 |
Night-time lights | 0.04 | − 0.036 | 0.117 |
Poverty | − 1.098 | − 2.25 | − 0.017 |
Temperature | − 0.052 | − 0.082 | − 0.022 |
Urbanicity | − 0.236 | − 0.913 | 0.437 |
Mean | SD | 95% CI | |
|---|---|---|---|
Hyperparameters | |||
PrecisionGaussian | 3.838 | 0.0167 | 0.655 |
PrecisionSpatial | 12.875 | 3.35 | 13.087 |
PrecisionTemporal | 18,791.484 | 1.20e + 5 | 1.28e + 5 |
φ | 0.209 | 0.163 | 0.599 |
ρSpatial | 0.995 | 0.005 | 0.002 |
ρTemporal | − 0.229 | 0.524 | 1.757 |
DIC | 1744.04 | ||
PD | 59.39 | ||
Marginal likelihood | − 528.36 | ||
Model validation | |||
MAE | 0.573 | ||
RMSE | 1.532 | ||
Psuedo-R2 | 0.203 | ||
