Table 2. Type I error rate of each test under the null hypothesis of no interaction effect, i.e., .
Type I error rate | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|
Probit | Logit | Log penetrance | ||||||||
Tests | d.f. | |||||||||
A. | ||||||||||
SI | 4 | 4.96 | 5.28 | 5.07 | 5.22 | 4.96 | 5.03 | 5.39 | 4.95 | 5.34 |
ImAP | 4 | 3.06 | 3.28 | 3.16 | 3.10 | 3.32 | 3.09 | 3.36 | 3.21 | 3.38 |
4 | 2.49 | 2.80 | 2.59 | 2.54 | 2.82 | 2.52 | 2.90 | 2.72 | 2.89 | |
4 | 12.34 | 12.40 | 12.27 | 12.32 | 12.34 | 12.39 | 12.68 | 12.13 | 12.19 | |
4 | 4.97 | 5.25 | 5.01 | 5.14 | 5.23 | 5.04 | 5.44 | 5.05 | 5.29 | |
SC | 1 | 5.29 | 5.19 | 4.83 | 4.77 | 4.83 | 4.98 | 5.00 | 5.10 | 5.43 |
1 | 5.42 | 5.17 | 5.00 | 4.57 | 4.71 | 5.01 | 5.06 | 4.98 | 5.34 | |
TC | 1 | 5.28 | 5.13 | 4.84 | 4.78 | 4.79 | 5.04 | 4.90 | 5.08 | 5.42 |
B. | ||||||||||
SI | 4 | 5.10 | 5.01 | 4.73 | 5.05 | 4.92 | 5.39 | 5.13 | 4.80 | 4.67 |
ImAP | 4 | 8.45 | 26.05 | 60.20 | 8.03 | 10.57 | 10.68 | 11.13 | 10.81 | 10.69 |
4 | 2.56 | 2.60 | 2.51 | 2.87 | 2.62 | 2.80 | 2.82 | 2.58 | 2.48 | |
4 | 79.41 | 99.42 | 100.00 | 77.02 | 88.38 | 89.14 | 89.19 | 89.08 | 88.92 | |
4 | 4.93 | 5.13 | 5.07 | 5.40 | 4.81 | 5.08 | 5.15 | 4.70 | 5.06 | |
SC | 1 | 5.43 | 4.97 | 5.21 | 5.66 | 5.04 | 5.28 | 5.03 | 4.91 | 4.81 |
1 | 4.98 | 4.87 | 4.76 | 5.52 | 4.98 | 5.43 | 5.38 | 4.71 | 5.29 | |
TC | 1 | 5.03 | 4.94 | 5.77 | 5.44 | 5.30 | 5.44 | 5.24 | 5.06 | 5.17 |
Each entry represents an average over 10,000 simulated data sets. p, disease prevalence in the population.