Table 1 Average parameter estimates in the DDE model for different values of \(\tau\), the number of data points used. Results are shown for the initial number of immune individuals \(R_{t=0}\), the initial number of exposed individuals \(E_{t=0}\), the infectivity coefficient \(\beta _I\), the probability \(\rho _{noE}\) that infected individuals bypass the E stage, the residence times \(T_E\) and \(T_I\) in the exposed and infectious stages, respectively, and the average progression rates \(\delta\) (from B to C) and \(\epsilon\) (from C to R). The average estimates for the basic reproduction number \(R_0\) and the total attack rate AR are also included. Averages are based on \(M=100\) simulations (out of \(10^5\)) demonstrating the best fit on the first \(\tau\) time steps.
From: Model fit vs. predictive reliability: a case study of the 1978 influenza outbreak
| Â | \(R_{t=0}\) | \(E_{t=0}\) | \(\beta _I\) | \(\rho _{noE}\) | \(T_E\) | \(T_I\) | \(\delta\) | \(\epsilon\) | \(R_0\) | AR |
|---|---|---|---|---|---|---|---|---|---|---|
\(\tau =14\) | 248 | 0.03 | 4.38 | 0.68 | 2.98 | 1.72 | 0.33 | 0.52 | 7.51 | 512 |
\(\tau =9\) | 251 | 1.17 | 4.22 | 0.68 | 3.11 | 3.44 | 0.33 | 0.55 | 14.53 | 512 |
\(\tau =6\) | 427 | 0.87 | 22.56 | 0.00 | 1.20 | 0.85 | 0.27 | 0.85 | 19.09 | 336 |
\(\tau =5\) | 57 | 0.23 | 15.44 | 0.03 | 0.81 | 0.32 | 0.29 | 0.25 | 3.86 | 647 |