Table 3.
Series | Term | Ordera | Parameterb (SE) | T-ratio | p | R2 | SBIC | RSME |
---|---|---|---|---|---|---|---|---|
ILI | ||||||||
Constant | 81.39 (19.9) | 4.09 | <0.0001 | |||||
AR | 1 | 0.54 (0.07) | 7.32 | <0.0001 | 0.57 | 1303 | 43.5 | |
AR | 2 | 0.25 (0.07) | 3.36 | <0.001 | ||||
Seasonal Autoregressive | 52 | 0.28 (0.10) | 2.78 | <0.001 | ||||
Rainfall | ||||||||
Constant | 56.1 (9.0) | 6.2 | <0.001 | |||||
AR | 1 | 0.47 (0.07) | 6.3 | <0.001 | 0.43 | 1218 | 33.9 | |
AR | 2 | 0.28 (0.07) | 3.7 | <0.001 | ||||
Seasonal Autoregressive | 52 | −0.21 (0.08) | −2.3 | <0.005 | ||||
Specific Humidity | ||||||||
Constant | 17.16 (0.21) | 79.33 | <0.0001 | |||||
AR | 1 | 0.42 (0.07) | 5.87 | <0.0001 | 0.52 | 462 | 0.58 | |
AR | 2 | 0.35 (0.07) | 4.87 | <0.0001 | ||||
Seasonal Autoregressive | 52 | 0.12 (0.09) | 1.23 | 0.2 |
Delay before effect is observed (weeks).
Size and direction of the effect.
AR: autoregressive term, representing disturbances. SBIC: Schwartz-bayesian index criterion; RSME: root mean square error; ILI : Influenza-like illness