101 citations · 108 across the 4 of their papers we have counts for
8 papers · 1 filter
Rejoinder to discussions on "Instrumental variable estimation of the causal hazard ratio"
Linbo Wang, Eric Tchetgen Tchetgen, Torben Martinussen +1
We respond to comments on our paper, titled "Instrumental variable estimation of the causal hazard ratio."
On Mendelian Randomization Mixed-Scale Treatment Effect Robust Identification (MR MiSTERI) and Estimation for Causal Inference
Zhonghua Liu, Ting Ye, Baoluo Sun +2
Standard Mendelian randomization analysis can produce biased results if the genetic variant defining the instrumental variable (IV) is confounded and/or has a horizontal pleiotropi…
Generalized interpretation and identification of separable effects in competing event settings
Mats J. Stensrud, Miguel A. Hernán, Eric J. Tchetgen Tchetgen +3
In competing event settings, a counterfactual contrast of cause-specific cumulative incidences quantifies the total causal effect of a treatment on the event of interest. However,…
Instrumental Variable Estimation of Marginal Structural Mean Models for Time-Varying Treatment
Haben Michael, Yifan Cui, Scott Lorch +1
Robins 1997 introduced marginal structural models (MSMs), a general class of counterfactual models for the joint effects of time-varying treatment regimes in complex longitudinal s…
Regression-based Negative Control of Homophily in Dyadic Peer Effect Analysis
Lan Liu, Eric Tchetgen Tchetgen
A prominent threat to causal inference about peer effects over social networks is the presence of homophily bias, that is, social influence between friends and families is entangle…
Comment on "Blessings of Multiple Causes"
Elizabeth L. Ogburn, Ilya Shpitser, Eric J. Tchetgen Tchetgen
(This comment has been updated to respond to Wang and Blei's rejoinder [arXiv:1910.07320].) The premise of the deconfounder method proposed in "Blessings of Multiple Causes" by Wan…