Table 3.
Average type 1 error rates of three statistics for testing causation, assuming presence of association.
| Type I error rate | ||||
|---|---|---|---|---|
| Methods | α | N = 500 | N = 1,000 | N = 2,000 |
| ANM Permutation | 0.05 | 0.0341 | 0.0355 | 0.0337 |
| 0.01 | 0.0094 | 0.0117 | 0.0103 | |
| ANM Entropy | 0.05 | 0.1962 | 0.2014 | 0.2169 |
| 0.01 | 0.1666 | 0.1679 | 0.1705 | |
| DC | 0.05 | 0.0507 | 0.0511 | 0.0508 |
| 0.01 | 0.0103 | 0.0093 | 0.0099 | |