Article
Impact of nonrandom selection mechanisms on the causal effect estimation for two-sample Mendelian randomization methods.
PLoS genetics - 1 Mar 2022
Yu Yuanyuan, Hou Lei, Shi Xu, Sun Xiaoru, Liu Xinhui, Yu Yifan, Yuan Zhongshang, Li Hongkai, Xue Fuzhong
Abstract excerpt
Nonrandom selection in one-sample Mendelian Randomization (MR) results in biased estimates and inflated type I error rates only when the selection effects are sufficiently large. In two-sample MR, the different selection mechanisms in two samples may more seriously affect the causal effect estimation. Firstly, we propose sufficient conditions for causal effect invariance under different selection mechanisms using...
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