Smucler, Ezequiel; Rotnitzky, Andrea - In: Journal of Causal Inference 10 (2022) 1, pp. 174-189
Abstract We study the selection of adjustment sets for estimating the interventional mean under an individualized treatment rule. We assume a non-parametric causal graphical model with, possibly, hidden variables and at least one adjustment set composed of observable variables. Moreover, we...