Multilinear and Linear Programs for Partially Identifiable Queries in Quasi-Markovian Structural Causal Models

João P. Arroyo, João G. Rodrigues, Daniel Lawand +6

We investigate partially identifiable queries in a class of causal models. We focus on acyclic Structural Causal Models that are quasi-Markovian (that is, each endogenous variable…