Combining Experimental and Observational Data for Identification and Estimation of Long-Term Causal Effects

no code implementations • 26 Jan 2022 • AmirEmad Ghassami, Alan Yang, David Richardson, Ilya Shpitser, Eric Tchetgen Tchetgen

We consider the task of identifying and estimating the causal effect of a treatment variable on a long-term outcome variable using data from an observational domain and an experimental domain.

Causal Inference