J. Korean Soc. Hazard Mitig. > Volume 19(7); 2019 > Article |
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Type | Total | # of Building Damage occurs (%) | # of Building Damage do not occurs (%) |
---|---|---|---|
Building Damage | 9341 | 4542 (48.7) | 4799 (51.3) |
Compound Poisson | Zero inflated Compound Poisson | |||||||||
---|---|---|---|---|---|---|---|---|---|---|
Logit | Compound Poisson | |||||||||
Estimate | Std. Error | Pr (>|z|) | Estimate | Std. Error | Pr (>|z|) | Estimate | Std. Error | Pr (>|z|) | ||
(Intercept) | −6.6155 | 0.3949 | <0.0001 *** | 2.2820 | 0.1550 | <0.0001 *** | −4.3090 | 0.2910 | <0.0001 *** | |
Duration | 0.0770 | 0.0125 | <0.0001 *** | −0.0691 | 0.0050 | <0.0001 *** | 0.0384 | 0.0057 | <0.0001 *** | |
Disaster region | SE | |||||||||
BS | 0.1483 | 0.4295 | 0.7298 | −0.1642 | 0.1466 | 0.2627 | 0.2016 | 0.2036 | 0.3220 | |
DG | −0.6211 | 0.7304 | 0.3952 | −0.1606 | 0.2462 | 0.5140 | −0.5196 | 0.3320 | 0.1175 | |
IC | −0.1234 | 0.4365 | 0.7773 | 0.1013 | 0.1463 | 0.4888 | −0.0368 | 0.2114 | 0.8618 | |
GJ | −0.2018 | 0.5521 | 0.7147 | −0.0291 | 0.1864 | 0.8760 | −0.1464 | 0.2595 | 0.5726 | |
DJ | −0.6995 | 0.5977 | 0.2419 | 0.3886 | 0.1975 | 0.0492 * | −0.7711 | 0.3037 | 0.0111 * | |
US | 0.2193 | 0.6119 | 0.7201 | 0.1676 | 0.2154 | 0.4364 | 0.5076 | 0.3053 | 0.0964 | |
SJ | 1.5249 | 0.9599 | 0.1122 | −0.4830 | 0.3888 | 0.2142 | 1.1204 | 0.4850 | 0.0209 * | |
GG | 0.0866 | 0.3301 | 0.7931 | 0.0291 | 0.1116 | 0.7947 | 0.2099 | 0.1597 | 0.1886 | |
GW | 0.7410 | 0.3579 | 0.0385 * | −0.0678 | 0.1255 | 0.5892 | 0.8238 | 0.1772 | <0.0001 *** | |
CB | 1.3677 | 0.3831 | 0.0004 *** | −0.0555 | 0.1385 | 0.6886 | 1.5345 | 0.1979 | <0.0001 *** | |
CN | 1.3506 | 0.3534 | 0.0001 *** | −0.1059 | 0.1258 | 0.4001 | 1.3795 | 0.1778 | <0.0001 *** | |
JB | 1.1231 | 0.3572 | 0.0017 ** | 0.1477 | 0.1255 | 0.2392 | 1.2635 | 0.1803 | <0.0001 *** | |
JN | 1.2820 | 0.3265 | 0.0001 *** | 0.2161 | 0.1134 | 0.0567 | 1.4214 | 0.1650 | <0.0001 *** | |
GB | 0.9551 | 0.3402 | 0.005 *** | −0.1441 | 0.1191 | 0.2263 | 1.0121 | 0.1698 | <0.0001 *** | |
GN | 0.2130 | 0.3524 | 0.5455 | 0.0040 | 0.1207 | 0.9737 | 0.1726 | 0.1742 | 0.3220 | |
JJ | −0.4666 | 0.7989 | 0.5592 | −0.0424 | 0.2658 | 0.8732 | −0.2414 | 0.3914 | 0.5374 | |
Disaster type | GA | |||||||||
HS | −0.0016 | 0.3472 | 0.9962 | 0.2525 | 0.1552 | 0.1038 | 0.3414 | 0.3267 | 0.2959 | |
TP | 3.1342 | 0.3105 | <0.0001 *** | −2.0460 | 0.1323 | <0.0001 *** | 1.5513 | 0.2701 | <0.0001 *** | |
HR | 1.9345 | 0.3062 | <0.0001 *** | −2.3811 | 0.1301 | <0.0001 *** | 0.2848 | 0.2676 | 0.2872 | |
Model AIC | −18808.69 | −20465.57 |
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