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08/07/2022
Graphical tools for selecting accurate and valid conditional instrumental sets
We consider the accurate estimation of total causal effects in the prese...
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06/15/2022
A Robustness Test for Estimating Total Effects with Covariate Adjustment
Suppose we want to estimate a total effect with covariate adjustment in ...
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02/03/2022
Exploiting Independent Instruments: Identification and Distribution Generalization
Instrumental variable models allow us to identify a causal function betw...
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03/10/2021
Profiling Compliers in Instrumental Variables Designs
Instrumental variable (IV) analyses are becoming common in health servic...
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02/17/2020
On efficient adjustment in causal graphs
We consider estimation of a total causal effect from observational data ...
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07/04/2019