Article
Evaluating and implementing block jackknife resampling Mendelian randomization to mitigate bias induced by overlapping samples.
Human molecular genetics - 6 Jan 2023
Fang Si, Hemani Gibran, Richardson Tom G, Gaunt Tom R, Davey Smith George
Abstract excerpt
Participant overlap can induce overfitting bias into Mendelian randomization (MR) and polygenic risk score (PRS) studies. Here, we evaluated a block jackknife resampling framework for genome-wide association studies (GWAS) and PRS construction to mitigate overfitting bias in MR analyses and implemented this study design in a causal inference setting using data from the UK Biobank. We simulated PRS and MR under...
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