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Score test variable screening

Score test variable screening

Summary Variable screening has emerged as a crucial first step in the analysis of high‐throughput data, but existing procedures can be computationally cumbersome, difficult to justify theoretically, or inapplicable to certain types of analyses. Motivated by a high‐dimensional censored quantile regression problem in multiple myeloma genomics, this article makes three …