Table 3.
Comparison of type I error and power between the permutation test and the asymptotic test for models with only b and p1. The community is composed of 100 households of size 5. Results are based on 2000 simulations. 2000 permuted samples were drawn for each test
b | CPI | p1a | SAR1 | Nidxb | Ntotc | Asymptotic | Simple permutation | Refined permutation |
---|---|---|---|---|---|---|---|---|
0.0005 | 0.015 | 0.0 | 0.0 | 7 | 7 | 0.037 | 0.042 | 0.046 |
0.010 | 0.039 | 7 | 8 | 0.51 | 0.52 | 0.53 | ||
0.020 | 0.078 | 7 | 9 | 0.78 | 0.77 | 0.78 | ||
0.030 | 0.11 | 7 | 10 | 0.87 | 0.86 | 0.87 | ||
0.0010 | 0.03 | 0.0 | 0.0 | 13 | 14 | 0.031 | 0.047 | 0.047 |
0.010 | 0.039 | 13 | 16 | 0.59 | 0.64 | 0.64 | ||
0.015 | 0.059 | 13 | 17 | 0.78 | 0.81 | 0.81 | ||
0.020 | 0.078 | 13 | 18 | 0.88 | 0.90 | 0.90 | ||
0.0050 | 0.14 | 0.0 | 0.0 | 51 | 66 | 0.037 | 0.049 | 0.053 |
0.005 | 0.020 | 51 | 69 | 0.43 | 0.45 | 0.47 | ||
0.010 | 0.039 | 51 | 74 | 0.85 | 0.85 | 0.86 | ||
0.015 | 0.059 | 51 | 78 | 0.97 | 0.97 | 0.97 |
Type I errors are reported when p1 = 0.
Nidx is the average number of index cases.
Ntot is the average total number of cases.