Article
Benchmarking Mendelian randomization methods for causal inference using genome-wide association study summary statistics.
American journal of human genetics - 8 Aug 2024
Hu Xianghong, Cai Mingxuan, Xiao Jiashun, Wan Xiaomeng, Wang Zhiwei, Zhao Hongyu, Yang Can
Abstract excerpt
Mendelian randomization (MR), which utilizes genetic variants as instrumental variables (IVs), has gained popularity as a method for causal inference between phenotypes using genetic data. While efforts have been made to relax IV assumptions and develop new methods for causal inference in the presence of invalid IVs due to confounding, the reliability of MR methods in real-world applications remains uncertain....
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