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Table 3 Discrepancy of particle filtering predictions in frequency scenarios for different observation times and γ=0.5

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

Frequency scenarios (γ=0.5)

T ∗=35

T ∗=42

T ∗=49

T ∗=56

PF using daily data, r=2

474

270

80

0

PF using three-day data, r=6

13038

6577

1637

128

PF using weekly data, r=14

97325

38652

6661

592

PF using daily data, r=8

337

230

66

0

PF using three-day data, r=24

14900

6482

1264

67

PF using weekly data, r=56

126163

43288

5761

418

PF using daily data, r=32

635

188

13

0

PF using three-day data, r=96

13868

4590

766

44

PF using weekly data, r=224

156099

45808

4231

277