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For many clinical studies in cancer, germline DNA is prospectively collected for the purpose of discovering or validating single‐nucleotide polymorphisms (SNPs) associated with clinical outcomes. The primary clinical endpoint for many of these studies are time‐to‐event outcomes such as time of death or disease progression which are subject to censoring mechanisms. The Cox score test can be readily...