cs.AI

IV Co-Scientist: Multi-Agent LLM Framework for Causal Instrumental Variable Discovery

arXiv:2602.07943v2 Announce Type: replace
Abstract: In the presence of confounding between an endogenous variable and the outcome, instrumental variables (IVs) are used to isolate the causal effect of the endogenous variable. Identifying valid instrum…