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A Comparison of High Dimensional Variable Selection Methods with Missing Covariates in a Prostate Cancer Study

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Prostate cancer is the most common cancer in American men. Dozens of specific genes have been shown to be correlated to prostate cancer, to benign and non-benign cancer cases, from a biology perspective. In this paper, we apply a penalized logistic regression ... ...