Table 2. Power of different methods in a disease model in which only rare variants (MAF ≤ 1%) are causal with relative risk of 5 (ci = 0.2).
Error rate | Coverage per person | C-alpha | Freq-weight | VT | RWAS | LRT_G | VST | LRT |
---|---|---|---|---|---|---|---|---|
0 | 4 | 0.731 | 0.786 | 0.879 | 0.425 | 0.6 | 0.473 | 0.867 |
10 | 0.778 | 0.801 | 0.898 | 0.43 | 0.623 | 0.481 | 0.872 | |
20 | 0.782 | 0.806 | 0.896 | 0.433 | 0.631 | 0.489 | 0.866 | |
0.01 | 4 | 0.5 | 0.68 | 0.802 | 0.376 | 0.524 | 0.257 | 0.838 |
10 | 0.759 | 0.809 | 0.898 | 0.446 | 0.628 | 0.479 | 0.896 | |
20 | 0.784 | 0.815 | 0.908 | 0.438 | 0.621 | 0.475 | 0.887 |
Tested methods were C-alpha (Neale et al. 2011), Freq-weight similar to the Madsen–Browning method (Madsen and Browning 2009), variable threshold (VT) (Price et al. 2010), RWAS (Sul et al. 2011b), LRT_G (Sul et al. 2011a), and our proposed methods (VST and LRT).