Conservative inference for counterfactuals

S Balakrishnan, E Kennedy, L Wasserman - arXiv preprint arXiv …, 2023 - arxiv.org
In causal inference, the joint law of a set of counterfactual random variables is generally not
identified. We show that a conservative version of the joint law-corresponding to the smallest …

Conservative Inference for Counterfactuals

S Balakrishnan, E Kennedy, L Wasserman - arXiv e-prints, 2023 - ui.adsabs.harvard.edu
In causal inference, the joint law of a set of counterfactual random variables is generally not
identified. We show that a conservative version of the joint law-corresponding to the smallest …