From: The effects of economic development and built environment on diabetes in China
Variable | OLS | Logit | Probit | Skewed Logit | Mixed effect Logit |
---|---|---|---|---|---|
Obesity dummy | 0.065* | 0.719* | 0.307 | 0.697 | 0.719* |
Marriage status | 0.241* | 1.660 | 0.978 | 1.434 | 1.660 |
Hypertension dummy | 0.056* | 0.764* | 0.361 | 0.693 | 0.764* |
Gender dummy | −0.038* | −0.670 | −0.374 | −0.607 | −0.670 |
Ln(house building area) | −0.059** | −1.300** | −0.571** | −1.247** | −1.300** |
Ln(income per month) | 0.013 | 0.329 | 0.187 | 0.301 | 0.329 |
Constant | 0.239 | 0.570 | −0.336 | −12.827 | 0.570 |
F /LR(Wald) test for all variables | 3.06*** | 14.26** | 13.5** | 11.74** | |
R square/Pseudo R square | 0.67 | 0.14 | 0.14 | ||
Adjusted R square | 0.51 | ||||
Log likelihood | −42.85 | −43.23 | −42.62 | −42.85 |