The Official Journal of the Pan-Pacific Association of Input-Output Studies (PAPAIOS)
Variables | Spatial error model (λ) | Spatial lag model (\(\rho\)) | Spatiotemporal regression | ||
---|---|---|---|---|---|
2010 | 2014 | 2010 | 2014 | 2014 | |
Dep.Variable (Spat.Lag2014) | 0.398** (0.163) | -0.118 (0.217) | |||
Dep.Variable (Spat.Lag2010) | 0.377** (0.165) | 0.213 (0.201) | |||
Dep.Variable (lag, 2010) | 0.556*** (0.080) | ||||
Density | 0.002 (0.001) | 0.001 (0.001) | 0.002 (0.001) | 0.001 (0.001) | -5e-5 (8e-4) |
Urban | 3.391* (2.001) | 2.781* (1.561) | 3.211* (2.011) | 2.878* (1.607) | 0.829 (1.087) |
Constant | 68.50*** (1.549) | 69.46*** (1.202) | 42.03*** (11.521) | 41.225*** (11.471) | 20.131* (11.852) |
λ/\(\rho\) | 0.363** (0.179) | 0.365** (0.168) | 0.377** (0.165) | 0.398** (0.163) | -0.118 (0.217) |
Log-likelihood | -130.981 | -123.998 | -133.834 | -123.121 | -104.002 |
Diagnostics for spatial dependence | |||||
Wald test | 52.733 | 49.327 | 55.981 | 41.180 | 1.280 |
Likelihood ratio test | 55.481 | 49.988 | 59.770 | 49.864 | 9.364 |
Lagrange multiplier test | 33.442 | 42.213 | 57.776 | 45.550 | 5.554 |