294 citations · 333 across the 7 of their papers we have counts for
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stat.ME2020★ 36 cited
An Introduction to Proximal Causal Learning
Eric J Tchetgen Tchetgen, Andrew Ying, Yifan Cui +2
A standard assumption for causal inference from observational data is that one has measured a sufficiently rich set of covariates to ensure that within covariate strata, subjects a…
stat.ME2020★ 2 cited
A coherent likelihood parametrization for doubly robust estimation of a causal effect with missing confounders
Katherine Evans, Isabel Fulcher, Eric J. Tchetgen Tchetgen
Missing data and confounding are two problems researchers face in observational studies for comparative effectiveness. Williamson et al. (2012) recently proposed a unified approach…