Table 3.
Model Fit for COVID-19 Confirmed Cases | |||
Fit Statistic | ARIMA (0, 1, 5) | ARIMA (1, 1, 2) | ARIMA (1, 1, 4) |
RMSE | 106.926 | 109.553 | 107.907 |
MAPE | 130.722 | 131.369 | 139.204 |
Normalized BIC | 9.501 | 9.513 | 9.543 |
Model Fit for COVID-19 Recovered Cases | |||
Fit Statistic | ARIMA (3, 1, 3) | ARIMA (2, 1, 3) | ARIMA (2, 1, 4) |
RMSE | 64.916 | 64.856 | 64.956 |
MAPE | 179.214 | 153.919 | 164.956 |
Normalized BIC | 8.557 | 8.525 | 8.558 |
Abbreviations: RMSE, root mean square error; MAPE, mean absolute percentage error; BIC, Bayesian information criterion.