Table 8.
Spatial multivariate logistic regression.
| Multivariate logistic | MV (SAR)b | MV (SEM)c | GMM (SAR)d | |
|---|---|---|---|---|
| Dependent variable: dogs positive to Leptospira | ||||
| Presence of a positive human | 1.48*** | 0.24** | 0.26*** | 0.23** |
| (0.50) | (0.10) | (0.10) | (0.12) | |
| Vaccine | 0.01 | −0.09* | −0.09** | −0.09** |
| (0.07) | (0.05) | (0.05) | (0.04) | |
| Street Access | 0.09 | 0.10** | 0.11*** | 0.10** |
| (0.10) | (0.04) | (0.04) | (0.04) | |
| Income2 | −0.12 | −0.01 | 0.00 | −0.01 |
| (0.23) | (0.04) | (0.04) | (0.04) | |
| Income3 | −0.11 | 0.03 | 0.04 | 0.03 |
| (0.27) | (0.04) | (0.05) | (0.04) | |
| Presence of dogs | −0.06 | −0.06 | −0.05 | −0.06 |
| (0.06) | (0.04) | (0.04) | (0.04) | |
| More than one dog in the house | −0.06 | 0.00 | 0.01 | 0.00 |
| (0.26) | (0.01) | (0.01) | (0.01) | |
| FACT_1 | −0.01 | −0.08 | −0.07 | −0.07 |
| (0.22) | (0.05) | (0.05) | (0.05) | |
| FACT_2 | −0.01 | −0.07 | −0.06 | −0.06 |
| (0.33) | (0.05) | (0.05) | (0.05) | |
| Households | 0.02 | 0.01 | 0.01 | 0.01 |
| (0.05) | (0.01) | (0.01) | (0.01) | |
| Constant | −1.29*** | 0.19*** | 0.22*** | 0.15*** |
| (0.32) | (0.06) | (0.06) | (0.07) | |
| Lambda | 0.02*** | 0.05*** | ||
| (0.01) | (0.02) | |||
| Rho | 0.03*** | |||
| (0.01) | ||||
| AICa | 761 | 757 | 751 | - |
| BIC | 811 | 822 | 816 | - |
Akaike's information.
Maximum Likelihood Estimation.
Maximum Likelihood Estimation.
Estimation by the Generalized Method of Moments because of the endogeneity of the spatially lagged dependent variable.
Variables with p < 0.01.
Variables with p < 0.05.
Variables with p < 0.10.