Table 4. Accuracy of different time series models for predicting cumulative deaths.
Method | RMSE | MAE |
---|---|---|
SES | 50.66 | 32.81 |
Mean | 1059.08 | 843.06 |
Naïve | 50.87 | 33.08 |
Seasonal Naïve | 334.86 | 223.71 |
Drift | 38.64 | 30.13 |
Holt’s Linear Trend | 12.95 | 7.25 |
Damped Trend | 14.67 | 7.99 |
Holt-Winter’s Additive | 12.90 | 7.54 |
Damped Holt-Winter’s Multiplicative | 1096.68 | 511.64 |
ETS(A,A,N) | 12.88 | 7.25 |
ARIMA(0,2,1) | 12.87 | 7.24 |