Table 4 Discrepancy of particle filtering predictions in frequency scenarios for different observation times and γ=1
From: Predictive accuracy of particle filtering in dynamic models supporting outbreak projections
| Frequency scenarios (γ=1) | T ∗=35 | T ∗=42 | T ∗=49 | T ∗=56 |
|---|---|---|---|---|
| PF using daily data, r=2 | 3327 | 695 | 87 | 0 |
| PF using three-day data, r=6 | 43931 | 12590 | 1630 | 39 |
| PF using weekly data, r=14 | 645037 | 154916 | 16362 | 976 |
| PF using daily data, r=8 | 1568 | 241 | 18 | 0 |
| PF using three-day data, r=24 | 35024 | 6251 | 682 | 4 |
| PF using weekly data, r=56 | 1216215 | 129467 | 6072 | 376 |
| PF using daily data, r=32 | 904 | 104 | 5 | 0 |
| PF using three-day data, r=96 | 25452 | 4199 | 393 | 0 |
| PF using weekly data, r=224 | 1243398 | 129629 | 4580 | 254 |