Table 3.
DIC and WAIC values corresponding to Models 1 to 12, considering a lagged effect on the covariates of 0, 7, or 14 days
| Model | Lagged effect on the covariates (in days) | |||||
|---|---|---|---|---|---|---|
| 0 | 7 | 14 | ||||
| DIC | WAIC | DIC | WAIC | DIC | WAIC | |
| Model 1 | 72565.19 | 72679.40 | 73011.11 | 73124.89 | 73122.80 | 73237.75 |
| Model 2 | 67300.15 | 67382.92 | 67327.76 | 67409.48 | 67317.83 | 67399.46 |
| Model 3 | 52467.55 | 53120.39 | 52445.03 | 53094.57 | 52471.95 | 53126.27 |
| Model 4 | 52440.54 | 53362.19 | 52421.46 | 53373.55 | 52459.30 | 53366.84 |
| Model 5 | 31851.36 | 33309.72 | 31858.83 | 33315.52 | 31855.27 | 33310.80 |
| Model 6 | 32060.54 | 33300.17 | 32073.40 | 33311.08 | 32067.71 | 33303.21 |
| Model 7 | 31991.11 | 33388.21 | 32001.95 | 33398.70 | 31998.69 | 33393.09 |
| Model 8 | 31860.42 | 33131.04 | 31868.50 | 33136.35 | 31864.40 | 33131.99 |
| Model 9 | 26162.89 | 25639.98 | 26163.56 | 25641.39 | 26161.46 | 25636.84 |
| Model 10 | 29175.52 | 31005.83 | 29197.48 | 31033.46 | 29192.74 | 31031.59 |
| Model 11 | 26240.72 | 25915.22 | 26245.35 | 25919.58 | 26246.03 | 25922.32 |
| Model 12 | – | – | – | – | – | – |
In the case of Model 12, the values obtained for the two metrics were not comparable to those of the rest of models (they all were extremely high), so they are omitted (–)