Unbiased estimation and asymptotically valid inference in multivariable Mendelian randomization with many weak instrumental variables
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- Sebastian Calonico & Matias D. Cattaneo & Max H. Farrell, 2018.
"On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference,"
Journal of the American Statistical Association, Taylor & Francis Journals, vol. 113(522), pages 767-779, April.
- Sebastian Calonico & Matias D. Cattaneo & Max H. Farrell, 2015. "On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference," Papers 1508.02973, arXiv.org, revised Mar 2018.
- Qing Cheng & Xiao Zhang & Lin S. Chen & Jin Liu, 2022. "Mendelian randomization accounting for complex correlated horizontal pleiotropy while elucidating shared genetic etiology," Nature Communications, Nature, vol. 13(1), pages 1-13, December.
- Stock, James H & Wright, Jonathan H & Yogo, Motohiro, 2002. "A Survey of Weak Instruments and Weak Identification in Generalized Method of Moments," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(4), pages 518-529, October.
- Guanghao Qi & Nilanjan Chatterjee, 2019. "Mendelian randomization analysis using mixture models for robust and efficient estimation of causal effects," Nature Communications, Nature, vol. 10(1), pages 1-10, December.
- Stephen Burgess & Christopher N Foley & Elias Allara & James R Staley & Joanna M. M. Howson, 2020. "A robust and efficient method for Mendelian randomization with hundreds of genetic variants," Nature Communications, Nature, vol. 11(1), pages 1-11, December.
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