Table 3.
Summary of the numerical results for the shorter cut-off times. Here, we fix T = 3 so that the epidemic process is near its peak at T (also see figure 8). Method 3 yields accurate estimates without requiring knowledge of the size of the susceptible population n. Values in italics indicate the results corresponding to the best performing method.
|
β |
γ |
ρ | |||||||
|---|---|---|---|---|---|---|---|---|---|
| n | statistics | Method 1 | Method 2 | Method 3 | Method 1 | Method 2 | Method 3 | Method 3 | |
| β = 2 | 104 | Avg. | 2.0443 | 2.0443 | 2.0009 | 0.4996 | 0.4996 | 0.5010 | 0.0494 |
| (MSE) | (0.00221) | (0.00221) | (0.00082) | (0.00006) | (0.00006) | (0.00007) | (0.00001) | ||
| γ = 0.5 | 103 | Avg. | 2.0041 | 2.0040 | 2.0134 | 0.5034 | 0.5033 | 0.4956 | 0.0506 |
| (MSE) | (0.00545) | (5.44670) | (0.00940) | (0.00067) | (0.00067) | (0.00053) | (0.00012) | ||
| ρ = 0.05 | 102 | Avg. | 2.0101 | 2.0100 | 1.8631 | 0.5059 | 0.5069 | 0.5004 | 0.0700 |
| (MSE) | (0.07191) | (7.19654) | (0.10753) | (0.00669) | (0.00677) | (0.00962) | (0.00240) | ||
| β = 2 | 104 | Avg. | 2.1991 | 2.1991 | 2.0086 | 0.9981 | 0.9982 | 0.9992 | 0.0490 |
| (MSE) | (0.04083) | (0.04083) | (0.00124) | (0.00031) | (0.00031) | (0.00023) | (0.00002) | ||
| γ = 1 | 103 | Avg. | 1.9989 | 1.9989 | 1.9958 | 1.0037 | 1.0036 | 0.9932 | 0.0507 |
| (MSE) | (0.00751) | (0.00751) | (0.00945) | (0.00210) | (0.00210) | (0.00214) | (0.00013) | ||
| ρ = 0.05 | 102 | Avg. | 1.9979 | 1.9980 | 1.8553 | 1.0499 | 1.0474 | 0.9973 | 0.0912 |
| (MSE) | (0.08047) | (0.08043) | (0.22925) | (0.11915) | (0.11203) | (0.07570) | (0.00939) | ||
| β = 1.5 | 104 | Avg | 1.5713 | 1.5713 | 1.5044 | 1.0037 | 1.0036 | 1.0001 | 0.0492 |
| (MSE) | (0.00804) | (0.00804) | (0.00118) | (0.00046) | (0.00046) | (0.00036) | (0.00001) | ||
| γ = 1 | 103 | Avg. | 1.5091 | 1.5091 | 1.5073 | 1.0079 | 1.0080 | 0.9935 | 0.0521 |
| (MSE) | (0.00794) | (0.00794) | (0.00945) | (0.00381) | (0.00381) | (0.00396) | (0.00016) | ||
| ρ = 0.05 | 102 | Avg. | 1.4398 | 1.4398 | 1.2439 | 1.1220 | 1.1192 | 1.0020 | 0.1435 |
| (MSE) | (0.10451) | (0.10461) | (0.24216) | (0.16303) | (0.15773) | 0.06412) | (0.02082) | ||