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05/30/2022
Mediation Analysis with Multiple Mediators under Unmeasured Mediator-Outcome Confounding
It is often of interest in the health and social sciences to investigate...
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12/06/2021
A stableness of resistance model for nonresponse adjustment with callback data
The survey world is rife with nonresponse and in many situations the mis...
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10/20/2021
On Multiply Robust Mendelian Randomization (MR^2) With Many Invalid Genetic Instruments
Mendelian randomization (MR) is a popular instrumental variable (IV) app...
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07/13/2021
GENIUS-MAWII: For Robust Mendelian Randomization with Many Weak Invalid Instruments
Mendelian randomization (MR) has become a popular approach to study caus...
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12/12/2020
Semiparametric causal mediation analysis under unmeasured mediator-outcome confounding
Although the exposure can be randomly assigned in studies of mediation e...
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09/30/2020
On Mendelian Randomization Mixed-Scale Treatment Effect Robust Identification (MR MiSTERI) and Estimation for Causal Inference
Standard Mendelian randomization analysis can produce biased results if ...
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09/19/2020
High-dimensional Model-assisted Inference for Local Average Treatment Effects with Instrumental Variables
Consider the problem of estimating the local average treatment effect wi...
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09/01/2020
Accounting for correlated horizontal pleiotropy in two-sample Mendelian randomization using correlated instrumental variants
Mendelian randomization (MR) is a powerful approach to examine the causa...
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07/27/2019
Multiply Robust Learning of the Average Treatment Effect with an Invalid Instrumental Variable
Instrumental variable (IV) methods have been widely used to identify cau...
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10/08/2018
Multiply robust two-sample instrumental variable estimation
Although instrumental variable (IV) methods are widely used to estimate ...
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08/22/2018