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. 2019 Dec 13;10(1):20190048. doi: 10.1098/rsfs.2019.0048

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)