TABLE 4.
The empirical coverage probabilities (CovP) of the 95% confidence intervals and the median lengths (Length) of the various methods in the low event rate setting and small study-specific sample sizes
| (2a) α = 1.2,β=10 | ||||
|---|---|---|---|---|
| K = 5 | K = 10 | K = 15 | K = 20 | |
| Method | CovP (Length) | CovP (Length) | CovP (Length) | CovP (Length) |
| Exact | 0.970 (0.229) | 0.962 (0.146) | 0.960 (0.119) | 0.960 (0.104) |
| MOM | 0.834 (0.160) | 0.859 (0.110) | 0.894 (0.095) | 0.900 (0.086) |
| DL-LGT | 0.920 (0.189) | 0.882 (0.133) | 0.860 (0.110) | 0.869 (0.095) |
| SJ-LGT | 0.960 (0.215) | 0.964 (0.148) | 0.968 (0.121) | 0.974 (0.104) |
| DL-ASIN | 0.914 (0.151) | 0.882 (0.107) | 0.888 (0.091) | 0.874 (0.079) |
| SJ-ASIN | 0.930 (0.169) | 0.927 (0.120) | 0.934 (0.099) | 0.916 (0.086) |
| FE | 0.840 (0.154) | 0.803 (0.098) | 0.823 (0.077) | 0.814 (0.065) |
| (2b) α = 3.6,β=30 | ||||
| K = 5 | K = 10 | K = 15 | K = 20 | |
| Method | CovP (Length) | CovP (Length) | CovP (Length) | CovP (Length) |
| Exact | 0.990 (0.218) | 0.983 (0.134) | 0.981 (0.102) | 0.975 (0.087) |
| MOM | 0.906 (0.155) | 0.912 (0.100) | 0.922 (0.079) | 0.926 (0.069) |
| DL-LGT | 0.924 (0.177) | 0.881 (0.116) | 0.831 (0.093) | 0.774 (0.080) |
| SJ-LGT | 0.974 (0.198) | 0.973 (0.133) | 0.968 (0.107) | 0.970 (0.092) |
| DL-ASIN | 0.967 (0.145) | 0.931 (0.095) | 0.920 (0.076) | 0.900 (0.066) |
| SJ-ASIN | 0.974 (0.162) | 0.957 (0.110) | 0.955 (0.089) | 0.948 (0.077) |
| FE | 0.934 (0.154) | 0.900 (0.098) | 0.910 (0.076) | 0.914 (0.065) |