Table 2.
R2 and p-values from likelihood ratio test for prediction models using PCs and self-reported European ancestry in in-sample analysis using all samples
Hair color | Tanning ability | Basal cell carcinomaa | |||||
---|---|---|---|---|---|---|---|
Model | R2 | P-valueb | R2 | P-valueb | R2 | P-valueb | |
1 | Self-reported ancestry | 0.0397 | <10−16 | 0.0081 | <10−16 | 0.0072 | 9.19 × 10−7 |
2 | PC1 + PC2 | 0.0468 | <10−16 | 0.0146 | <10−16 | 0.0036 | 5.01 × 10−4 |
3 | PC1 + … + PC5 | 0.0724 | <10−16 | 0.0350 | <10−16 | 0.0202 | 1.93 × 10−15 |
4 | PC1 + … + PC5 + self-reported ancestry | 0.0779 | 1.32 × 10−9 | 0.0363 | 5.70 × 10−3 | 0.0213 | 1.81 × 10−1 |
R2 on liability scale
P-values are from likelihood ratio tests comparing model 1 and 2 to the null model, model 3 to model 2, and model 4 to model 3.