Table 1.
Predictive performance of the regARIMA models
Outcome: weekly case growth rate | |||||||
---|---|---|---|---|---|---|---|
period | country | Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | Model 6 |
Alpha & Delta | Canada | ||||||
RMSE | 0.1369 | 0.1400 | 0.1447 | 0.1351 | 0.1418 | 0.1479 | |
Israel | |||||||
RMSE | 0.2688 | 0.3448 | 0.3613 | 0.2687 | 0.3437 | 0.3614 | |
Italy | |||||||
RMSE | 0.1391 | 0.1520 | 0.1527 | 0.1391 | 0.1498 | 0.1530 | |
France | |||||||
RMSE | 0.1646 | 0.1583 | 0.1643 | 0.1635 | 0.1624 | 0.1647 | |
Omicron | Canada | ||||||
AICc | 12.26 | 8.07 | 11.04 | 10.47 | 12.71 | 5.55 | |
Israel | |||||||
AICc | 15.14 | 21.19 | 18.51 | 18.59 | 19.99 | 13.66 | |
Italy | |||||||
AICc | 3.09 | 5.99 | 8.06 | 7.71 | 9.6 | 4.68 | |
France | |||||||
AICc | 9.5 | 9.13 | 13.08 | 12.67 | 13.57 | 6.35 |
RMSE Root mean square error
AICc Corrected Akaike information criterion