CoxMKF: a knockoff filter for high-dimensional mediation analysis with a survival outcome in epigenetic studies
Published in Bioinformatics, 2022
CoxMKF is a knockoff-based framework for high-dimensional mediation analysis with survival outcomes. It combines multiple knockoffs with the Cox proportional hazards model to identify potential mediators while controlling the false discovery rate in finite samples.
Recommended citation: Tian, P.*, Yao, M.*, Huang, T., Liu, Z. (2022). "CoxMKF: a knockoff filter for high-dimensional mediation analysis with a survival outcome in epigenetic studies." Bioinformatics, 38(23), 5229–5235.
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