Table 6 Discrepancy of particle filtering predictions in frequency scenarios for different observation times and γ=0.125
From: Predictive accuracy of particle filtering in dynamic models supporting outbreak projections
Frequency scenarios (γ=0.125) | T ∗=35 | T ∗=42 | T ∗=49 | T ∗=56 |
|---|---|---|---|---|
PF using daily data, r=2 | 354 | 225 | 71 | 0 |
PF using three-day data, r=6 | 12109 | 5945 | 1593 | 181 |
PF using weekly data, r=14 | 68381 | 36313 | 6322 | 608 |
PF using daily data, r=8 | 381 | 210 | 44 | 0 |
PF using three-day data, r=24 | 12273 | 5655 | 1309 | 93 |
PF using weekly data, r=56 | 162378 | 40820 | 5670 | 476 |
PF using daily data, r=32 | 455 | 169 | 13 | 0 |
PF using three-day data, r=96 | 12808 | 4647 | 1125 | 90 |
PF using weekly data, r=224 | 153010 | 44106 | 5224 | 295 |