Model | Variable | Time lag (weeks) | AIC | Residual deviance | Odds | 95% CI | P-value |
---|---|---|---|---|---|---|---|
Null | 1 | 0 | 261.83 | 259.83 | – | – | |
Simple | Dengue imported | 3 | 177.88 | 173.88 | 2.98 | 2.21–4.19 | <0.001 |
Simple | Mosquito IMFA | 3 | 190.94 | 186.94 | 22.82 | 10.01–57.86 | <0.001 |
Simple | Tweets | 3 | 191.32 | 187.32 | 1.04 | 1.03–1.05 | <0.001 |
Simple | Minimum temperature | 4 | 231.22 | 227.22 | 1.26 | 1.15–1.38 | <0.001 |
Simple | DENV in mosquitoes | 3 | 252.09 | 248.09 | 1.82 | 1.25–2.89 | <0.01 |
Simple | Maximum temperature | 0 | 260.18 | 256.18 | 1.06 | 1.00–1.13 | |
Simple | Mean temperature | 0 | 260.15 | 256.15 | 1.07 | 1.00–1.15 | |
Simple | Humidity | 0 | 263.82 | 259.82 | 1.00 | 0.95–1.05 | |
Simple | Rain | 0 | 263.82 | 259.82 | 1.00 | 0.94–1.06 | |
M1 multiple | Dengue imported (lag 3) | 3 | 149.33 | 141.33 | 1.64 | 1.17–2.42 | <0.01 |
Tweets (lag 3) | 1.02 | 1.01–1.03 | <0.01 | ||||
Mosquito IMFA (lag 3) | 7.61 | 2.87–21.74 | <0.001 | ||||
Multiple | Dengue imported (lag 3) | 3 | 151.00 | 141.00 | 1.62 | 1.16–2.39 | <0.01 |
DENV in mosquitoes (lag 3) | 1.17 | 0.68–2.08 | |||||
Tweets (lag 3) | 1.02 | 1.01–1.03 | <0.001 | ||||
Mosquito IMFA (lag 3) | 7.51 | 2.83–21.48 | <0.001 | ||||
Multiple | Dengue imported (lag 3) | 3 | 151.14 | 141.14 | 1.65 | 1.17–2.44 | <0.001 |
Tweets (lag 3) | 1.02 | 1.01–1.04 | <0.01 | ||||
Mosquito IMFA (lag 3) | 6.45 | 1.68–27.07 | <0.01 | ||||
Minimum temperature (lag 4) | 1.03 | 0.88–1.20 | |||||
Multiple | Dengue imported (lag 3) | 3 | 152.84 | 140.84 | 1.63 | 1.16–2.41 | <0.01 |
DENV in mosquitoes (lag 3) | 1.17 | 0.68–2.07 | |||||
Tweets (lag 3) | 1.02 | 1.01–1.03 | <0.01 | ||||
Mosquito IMFA (lag 3) | 6.47 | 1.69–27.09 | <0.01 | ||||
Minimum temperature (lag 4) | 1.02 | 0.88–1.20 | |||||
Multiple | Tweets (lag 3) | 3 | 156.59 | 148.59 | 1.02 | 1.01–1.04 | <0.001 |
Dengue imported (lag 3) | 1.98 | 1.41–2.87 | <0.001 | ||||
Minimum temperature (lag 4) | 1.19 | 1.06–1.35 | <0.01 | ||||
Multiple | Tweets (lag 3) | 3 | 156.93 | 150.93 | 1.03 | 1.02–1.04 | <0.001 |
Mosquito IMFA (lag 3) | 13.46 | 5.50–36.37 | <0.001 |