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Detecting PCOS susceptibility loci from genome-wide association studies via iterative trend correlation based feature screening

Feature screening plays a critical role in handling ultrahigh dimensional data analyses when the number of features exponentially exceeds the number of observations. It is increasingly common in biomedical research to have case-control (binary) response and an extremely large-scale categorical features. |