37 citations · 44 across the 2 of their papers we have counts for
2 papers
stat.ME2024★ 37 cited
A modified debiased inverse-variance weighted estimator in two-sample summary-data Mendelian randomization
Youpeng Su, Siqi Xu, Yilei Ma +4
Mendelian randomization uses genetic variants as instrumental variables to make causal inferences about the effects of modifiable risk factors on diseases from observational data.…
stat.ML2022★ 7 cited
DeepMed: Semiparametric Causal Mediation Analysis with Debiased Deep Learning
Siqi Xu, Lin Liu, Zhonghua Liu
Causal mediation analysis can unpack the black box of causality and is therefore a powerful tool for disentangling causal pathways in biomedical and social sciences, and also for e…