Causal Effect Estimation from Observational and Interventional Data Through Matrix Weighted Linear Estimators

Klaus-Rudolf Kladny, Julius von Kügelgen, Bernhard Schölkopf +1

We study causal effect estimation from a mixture of observational and interventional data in a confounded linear regression model with multivariate treatments. We show that the sta…