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Table 2 Discrepancy of particle filtering predictions in frequency scenarios for different observation times and γ=0.25

From: Predictive accuracy of particle filtering in dynamic models supporting outbreak projections

Frequency scenarios (γ=0.25)

T ∗=35

T ∗=42

T ∗=49

T ∗=56

PF using daily data, r=2

380

225

69

0

PF using three-day data, r=6

11453

5667

1646

205

PF using weekly data, r=14

80850

39578

6291

482

PF using daily data, r=8

384

213

29

0

PF using three-day data, r=24

14044

6452

1249

79

PF using weekly data, r=56

104043

42248

5484

447

PF using daily data, r=32

230

196

45

0

PF using three-day data, r=96

13617

4701

1096

86

PF using weekly data, r=224

149164

39232

4945

250