Data Science, Statistics, Causality, Machine Learning, Analytics.
unobserved V can mess up our estimates: However, as the paper notes, assuming that no such V exists is a more comfortable assumption than ignorability. Most causal analysis using covariate adjustment assume that we have no unmeasured confounders at all. Here we assume some unmeasured common