Mendelian Randomization Test of Causal Effect Using High-Dimensional Summary Data
From MaRDI portal
Publication:6069873
DOI10.5705/ss.202021.0164MaRDI QIDQ6069873
Lu Deng, Kai Yu, William Wheeler
Publication date: 17 November 2023
Published in: Statistica Sinica (Search for Journal in Brave)
summary statisticsinstrumental variablesgenome-wide association studiesMendelian randomizationpleiotropic effect
Cites Work
- Unnamed Item
- Confidence Intervals for Causal Effects with Invalid Instruments using Two-Stage Hard Thresholding with Voting
- Statistical inference in two-sample summary-data Mendelian randomization using robust adjusted profile score
- Mixing: Properties and examples
- Higher criticism for detecting sparse heterogeneous mixtures.
- Tests alternative to higher criticism for high-dimensional means under sparsity and column-wise dependence
- On the Use of the Lasso for Instrumental Variables Estimation with Some Invalid Instruments
- Mendelian randomization as an instrumental variable approach to causal inference
- Pivotal Statistics for Testing Structural Parameters in Instrumental Variables Regression
- Two robust tools for inference about causal effects with invalid instruments
This page was built for publication: Mendelian Randomization Test of Causal Effect Using High-Dimensional Summary Data
