no code implementations • 15 Aug 2021 • Ilya Shpitser, Zach Wood-Doughty, Eric J. Tchetgen Tchetgen
Unobserved confounding is a fundamental obstacle to establishing valid causal conclusions from observational data.
no code implementations • 17 Jan 2020 • Elizabeth L. Ogburn, Ilya Shpitser, Eric J. Tchetgen Tchetgen
This note has been updated (April, 2020) to respond to "Towards Clarifying the Theory of the Deconfounder" by Yixin Wang, David M. Blei (arXiv:2003. 04948).
no code implementations • 11 Oct 2019 • 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].)