Table 3. Performance of the Back-calculation Method to Fit the Expected Outbreak Size.
Coverage* (%) | RMSE1 (%) | Error range** | |||||||
# observed cases | 5 | 10 | 15 | 5 | 10 | 15 | 5 | 10 | 15 |
Reference | 95 | 95 | 95 | 71 | 45 | 32 | 0–215 | 1–137 | 3–83 |
A‡ | 80 | 95 | 95 | 103 | 50 | 33 | 2–237 | 0–143 | 2–102 |
B‡ | 95 | 95 | 95 | 71 | 45 | 32 | 0–212 | 1–141 | 2–83 |
C‡ | 90 | 97.5 | 100 | 89 | 32 | 22 | 4–478 | 1–82 | 1–72 |
D‡ | 80 | 87.5 | 85 | 141 | 72 | 54 | 2–427 | 1–232 | 3–201 |
E‡ | 87.5 | 90 | 90 | 90 | 52 | 35 | 2–412 | 1–189 | 1–119 |
RMSE1 = Relative root mean square error (see definition in Text S1).
*: The coverage is defined as the probability that the real value falls in the (2.5th, 97.5th) percentiles interval of the posterior distribution.
**: Range of the absolute relative error (%).