RD estimate model (equation (3))
| (1) | (2) | (3) | (4) | |
|---|---|---|---|---|
| OLS 1 | OLS 2 | SAR | SEM | |
| Death | 0.00518 | 0.214 | −0.180 | −0.0377 |
| (0.01) | (0.32) | (−0.27) | (−0.06) | |
| Injuries | 0.101 | 0.580 | 0.0277 | 0.168 |
| (0.20) | (1.26) | (0.06) | (0.40) | |
| Distance to CBD | −0.284*** | −0.206* | −0.152* | −0.154 |
| (−3.83) | (−2.36) | (−2.11) | (−1.88) | |
| Distance to metro station | 0.387 | 0.0109 | 0.0837 | 0.372 |
| (0.86) | (0.02) | (0.21) | (0.81) | |
| Crime per capita | 1.120 | 1.244 | 0.859 | 0.988 |
| (1.63) | (1.57) | (1.41) | (1.61) | |
| Time | 0.00782 | −0.0109 | 0.0107 | 0.0131 |
| (0.95) | (−1.40) | (1.46) | (1.89) | |
| Constant | −0.373 | −1.030 | −0.495 | −1.092 |
| (−0.41) | (−0.98) | (−0.61) | (−1.20) | |
| W | ||||
| treat_coef | 0.661*** | |||
| (4.38) | ||||
| e.treat_coef | 0.876*** | |||
| (8.10) | ||||
| / | ||||
| var(e.treat_coef) | 3.923*** | 3.846*** | ||
| (6.98) | (6.92) | |||
| Observations | 98 | 62 | 98 | 98 |
| R2 | 0.201 | 0.222 | ||
| AIC | 443.4 | 243.6 | 432.0 | 432.6 |
| (1) | (2) | (3) | (4) | |
|---|---|---|---|---|
| OLS 1 | OLS 2 | SAR | SEM | |
| Death | 0.00518 | 0.214 | −0.180 | −0.0377 |
| (0.01) | (0.32) | (−0.27) | (−0.06) | |
| Injuries | 0.101 | 0.580 | 0.0277 | 0.168 |
| (0.20) | (1.26) | (0.06) | (0.40) | |
| Distance to CBD | −0.284*** | −0.206* | −0.152* | −0.154 |
| (−3.83) | (−2.36) | (−2.11) | (−1.88) | |
| Distance to metro station | 0.387 | 0.0109 | 0.0837 | 0.372 |
| (0.86) | (0.02) | (0.21) | (0.81) | |
| Crime per capita | 1.120 | 1.244 | 0.859 | 0.988 |
| (1.63) | (1.57) | (1.41) | (1.61) | |
| Time | 0.00782 | −0.0109 | 0.0107 | 0.0131 |
| (0.95) | (−1.40) | (1.46) | (1.89) | |
| Constant | −0.373 | −1.030 | −0.495 | −1.092 |
| (−0.41) | (−0.98) | (−0.61) | (−1.20) | |
| treat_coef | 0.661*** | |||
| (4.38) | ||||
| e.treat_coef | 0.876*** | |||
| (8.10) | ||||
| / | ||||
| var(e.treat_coef) | 3.923*** | 3.846*** | ||
| (6.98) | (6.92) | |||
| Observations | 98 | 62 | 98 | 98 |
| 0.201 | 0.222 | |||
| 443.4 | 243.6 | 432.0 | 432.6 |
Note(s): t statistics in parentheses
*p < 0.05, **p < 0.01, ***p < 0.001
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