Covariate | p value | Coefficient | BIC | AUC |
---|---|---|---|---|
Potential evapotranspiration (mm/day) | 0.961 | 0.011 | 785.323 | 0.5979 |
Annual freshwater withdrawal (billion m3) | 0.649 | − 0.029 | 784.570 | 0.5279 |
Runoff (mm/year) | 0.373 | − 0.064 | 785.395 | 0.6068 |
Health expenditure (% GDP) | 0.371 | 0.126 | 783.253 | 0.5389 |
Prevalence of malnourishment (% population) | 0.139 | − 0.169 | 784.014 | 0.5892 |
Gross domestic output (current $) | 0.126 | − 0.091 | 783.079 | 0.5148 |
Population density (people/km2) | 0.051* | − 0.145 | 781.802 | 0.5773 |
Water withdrawal per capita (m3/person/year) | 0.032* | 0.151 | 762.801 | 0.6184 |
Average precipitation (mm) | 0.021* | − 0.263 | 780.742 | 0.6345 |
People with basic handwashing facilities (% population) | 0.018* | 0.189 | 766.430 | 0.5882 |
Percentage living in informal settlement (% urban population) | 0.013* | − 0.467 | 778.730 | 0.4903 |
Mean drought | 0.003* | − 0.199 | 768.863 | 0.5827 |
Human Development Index | 0.0002* | 1.014 | 767.927 | 0.6562 |
People using at least basic sanitation (% population) | 0.0001* | 0.384 | 757.283 | 0.6347 |
Poverty headcount (% population at < $1.90/day) | 0.0001* | − 0.583 | 768.649 | 0.7018 |
Average temperature (°C) | 0.00005* | − 1.715 | 765.124 | 0.5349 |
Soil moisture (%) | 0.00003* | − 0.706 | 768.044 | 0.6871 |
People with basic drinking water (% population) | 0.00002* | 0.906 | 762.312 | 0.6521 |
Population (log. population in thousands) | 0.0000000004* | − 3.064 | 741.192 | 0.6521 |