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High-Dimensional Variable Selection With Competing Events Using Cooperative Penalized Regression

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Variable selection is an important step in the analysis of high-dimensional data, yet there are limited options for survival outcomes in the presence of competing risks. Commonly employed penalized Cox regression considers each event type separately through ca... ...