Table 3.
Epidemics simulated from the SEIR model. (Simulation values, posterior mean and 95% credible interval of the mean infectious period 1/γ, the initial number of susceptibles and the reporting rate ρ. The mean (s.d.) of the relative error of β/γ is also given. In the simulations, the latent period L is constant or exponentially distributed; the infectious period is exponentially distributed with mean I=7 days. The duration of observation periods is 14 days.)
data | 1/γ (days) | S0 (×103) | ρ (%) | error β/γ (%) | |||
---|---|---|---|---|---|---|---|
|
|
|
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L | L+I | estimate | simul | estimate | simul | estimate | mean (s.d.) |
cst | |||||||
2 | 9 | 9.23 [8.38,10.10] | 415 | 416 [377,460] | 47.00 | 46.89 [46.70,47.07] | 1.00 (3.01) |
3.5 | 10.5 | 10.80 [9.82,11.87] | 415 | 402 [364,442] | 47.00 | 47.01 [46.85,47.18] | 3.69 (4.92) |
7 | 14 | 13.82 [12.52,15.11] | 415 | 414 [375,460] | 47.00 | 46.90 [46.72,47.08] | 0.02 (8.12) |
10 | 17 | 17.11 [15.10,19.14] | 415 | 415 [370,467] | 47.00 | 47.09 [46.92,47,27] | −0.14 (9.33) |
exp | |||||||
2 | 9 | 8.83 [8.01,9.74] | 415 | 403 [361,446] | 47.00 | 47.09 [46.90,47.27] | 3.34 (3.01) |
3.5 | 10.5 | 10.80 [9.72,11.97] | 415 | 396 [351,448] | 47.00 | 47.03 [46.83,47.21] | 5.22 (4.32) |
7 | 14 | 13.49 [12.15,14.84] | 415 | 420 [377,470] | 47.00 | 47.08 [46.88,47.27] | −1.23 (6.57) |
10 | 17 | 15.30 [13.78,16.67] | 415 | 436 [397,485] | 47.00 | 46.98 [46.79,47.18] | −4.54 (7.57) |