Table 2:
Linear ZiG-DAG. Average operating characteristics over 50 simulations for different sample sizes with . The standard error for each statistic is given within parentheses.
| Sample size, | |||||
|---|---|---|---|---|---|
| Method | Measure | 250 | 500 | 1000 | 2000 |
| HC0 | TPR | 0.728 (0.009) | 0.844 (0.009) | 0.924 (0.008) | 0.946 (0.007) |
| FDR | 0.387 (0.009) | 0.226 (0.009) | 0.125 (0.009) | 0.083 (0.009) | |
| MCC | 0.660 (0.008) | 0.804 (0.009) | 0.897 (0.009) | 0.930 (0.008) | |
| HC1 | TPR | 0.802 (0.009) | 0.892 (0.007) | 0.958 (0.005) | 0.971 (0.004) |
| FDR | 0.354 (0.008) | 0.203 (0.008) | 0.101 (0.008) | 0.074 (0.007) | |
| MCC | 0.713 (0.008) | 0.840 (0.007) | 0.926 (0.007) | 0.947 (0.005) | |
| TS0 | TPR | 0.739 (0.009) | 0.862 (0.009) | 0.932 (0.007) | 0.956 (0.006) |
| FDR | 0.391 (0.009) | 0.222 (0.009) | 0.121 (0.009) | 0.074 (0.008) | |
| MCC | 0.663 (0.009) | 0.815 (0.008) | 0.903 (0.008) | 0.939 (0.007) | |
| TS1 | TPR | 0.798 (0.009) | 0.889 (0.008) | 0.953 (0.006) | 0.971 (0.004) |
| FDR | 0.369 (0.009) | 0.214 (0.009) | 0.110 (0.008) | 0.073 (0.007) | |
| MCC | 0.702 (0.009) | 0.832 (0.008) | 0.919 (0.007) | 0.948 (0.005) | |
| ODS | TPR | 0.418 (0.006) | 0.454 (0.004) | 0.474 (0.005) | 0.474 (0.003) |
| FDR | 0.710 (0.005) | 0.726 (0.004) | 0.753 (0.004) | 0.776 (0.003) | |
| MCC | 0.331 (0.005) | 0.335 (0.004) | 0.323 (0.004) | 0.305 (0.003) | |
| MRS | TPR | 0.662 (0.006) | 0.755 (0.004) | 0.809 (0.004) | 0.816 (0.003) |
| FDR | 0.467 (0.006) | 0.454 (0.005) | 0.464 (0.004) | 0.505 (0.003) | |
| MCC | 0.585 (0.006) | 0.633 (0.004) | 0.650 (0.004) | 0.626 (0.003) | |
| ZiDAG | TPR | 0.619 (0.010) | 0.710 (0.009) | 0.756 (0.007) | 0.778 (0.007) |
| FDR | 0.291 (0.010) | 0.243 (0.009) | 0.243 (0.008) | 0.252 (0.008) | |
| MCC | 0.656 (0.010) | 0.727 (0.009) | 0.751 (0.008) | 0.758 (0.008) | |