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02/03/2021
Sensitivity Analysis for Unmeasured Confounding via Effect Extrapolation
Inferring the causal effect of a non-randomly assigned exposure on an ou...
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01/24/2020
Confounder selection strategies targeting stable treatment effect estimators
Propensity score methods are widely adopted in observational studies to ...
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01/20/2020
Non-linear Mediation Analysis with High-dimensional Mediators whose Causal Structure is Unknown
With multiple potential mediators on the causal pathway from a treatment...
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12/09/2019
Identification of causal intervention effects under contagion
Defining and identifying causal intervention effects for transmissible i...
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07/19/2019
Interventional Effect Models for Multiple Mediators
In settings that involve multiple mediators, approaches focusing on fine...
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03/06/2018