Table 5.
Variable | Spatial Fixed Effects | Time Fixed Effect | Space-Time Dual Fixed Effect | |||
---|---|---|---|---|---|---|
Coef. | t-Stat. | Coef. | t-Stat. | Coef. | t-Stat. | |
population | 0.0006 | 0.5071 | 0.0183 *** | 7.9808 | −0.0001 | −0.0928 |
agdp | 0.0267 *** | 5.4137 | 0.1166 *** | 4.8157 | 0.0256 *** | 5.1676 |
lnincome | 0.0351 * | 1.8029 | −0.4142 *** | −5.9704 | 0.0459 ** | 2.3188 |
lnoutcome | −0.0269 | −1.0169 | 1.0349 *** | 11.9747 | −0.0463 * | −1.7067 |
lnretail | −0.0173 | −1.5148 | −0.4262 *** | −7.8622 | −0.0191 * | −1.6518 |
W × population | −0.0019 | −0.9821 | −0.0360 *** | −7.7888 | −0.0049 ** | −2.3762 |
W × agdp | −0.0318 *** | −4.6103 | −0.1515 *** | −4.3364 | −0.0311 *** | −4.3880 |
W × lnincome | −0.0013 | −0.0470 | 0.5904 *** | 5.5074 | 0.0541 | 1.5907 |
W × lnoutcome | 0.0431 | 1.3908 | −0.9540 *** | −5.9891 | −0.1408 *** | −2.6438 |
W × lnretail | 0.0315 | 1.5265 | 0.1050 | 1.0820 | 0.0157 | 0.7076 |
ρ | 0.7790 *** | 52.4570 | 0.6560 *** | 34.0420 | 0.7427 *** | 45.3354 |
sigma2 | 0.0470 | 2.1810 | 0.0471 | |||
Log-likelihood | 91.591922 | −3595.055 | 112.44549 | |||
R-squared | 0.9909 | 0.5580 | 0.9910 |
Note: ***, ** and * indicate significance at the significance level of 1%, 5% and 10% respectively.