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Conditional Random Fields for Fast, Large-Scale Genome-Wide Association Studies

Figure 7

Assessing statistical power on synthetic data.

The plots are shown as receiver operating characteristic (ROC) curves of the true positive rate as a function of the false positive rate for the GAW14 dataset (a,b,c,d) and the GOLDN dataset (e,f,g,h) for various values of the SNP regression weight when using our method (blue), a LMM-based method (red), a PCA-based method (green) and random guessing (black dotted).

Figure 7