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Comparison between BLIMP estimator and un-regularized linear estimators. The lines show the RMSE of each allele frequency estimator vs. number of predicting SNPs. Results are shown for two schemes for selecting predicting SNPs: flanking SNPs (red line) and correlated SNPs (green line). Neither scheme is as accurate as BLIMP (blue solid line) or IMPUTE (blue dashed line).
