Table 2.
Simulations based on empirical data: a comparison of type I errors and power for various methods under 2 disease model in 500 simulations. Standard errors are given in parentheses. For the first model, we generate data for 800 cases and 800 controls with ORs 1.5, 1.75, and 2; for the second model, we generate data for 400 cases and 400 controls with ORs 1.25, 1.5, and 1.75
Method | Type I error | Power |
|||
OR = 1.5 | OR = 1.75 | OR = 2 | |||
Model 1† | Single-locus scan | 0.048 (0.010) | 0.318 (0.015) | 0.648 (0.015) | 0.914 (0.013) |
Phase known | Full haplotype | 0.052 (0.010) | 0.284 (0.020) | 0.590 (0.022) | 0.870 (0.015) |
CLADHC | 0.056 (0.010) | 0.256 (0.020) | 0.546 (0.022) | 0.854 (0.016) | |
SHARE | 0.050 (0.010) | 0.336 (0.021) | 0.654 (0.021) | 0.928 (0.012) | |
Phase unknown | Haplotype score | 0.035 (0.008) | 0.288 (0.020) | 0.544 (0.022) | 0.863 (0.015) |
SHARE | 0.054 (0.010) | 0.326 (0.021) | 0.650 (0.021) | 0.900 (0.013) | |
OR = 1.25 | OR = 1.5 | OR = 1.75 | |||
Model 2‡ | Single-locus scan | 0.046 (0.007) | 0.176 (0.017) | 0.608 (0.015) | 0.916 (0.012) |
Phase known | Full haplotype | 0.046 (0.009) | 0.184 (0.017) | 0.616 (0.022) | 0.920 (0.012) |
CLADHC | 0.062 (0.011) | 0.138 (0.015) | 0.548 (0.022) | 0.882 (0.014) | |
SHARE | 0.046 (0.009) | 0.182 (0.017) | 0.678 (0.021) | 0.952 (0.010) | |
Phase unknown | Haplotype score | 0.050 (0.010) | 0.158 (0.016) | 0.586 (0.022) | 0.900 (0.013) |
SHARE | 0.044 (0.009) | 0.190 (0.018) | 0.666 (0.021) | 0.942 (0.010) |
The unscored disease-causing locus is best captured by haplotypes based on 2 tagSNPs.
Two tagSNPs separated apart carry disease risk additively.