What Makes Treatment Effects Identifiable? Characterizations and Estimators Beyond Unconfoundedness

Yang Cai, Alkis Kalavasis, Katerina Mamali, Anay Mehrotra, Manolis Zampetakis
July 2025
arxiv
Type
Conference paper
Publication
The 38th Annual Conference on Learning Theory (COLT) — 🏆 Best Paper Award
causal inference average treatment effect characterization
Yang Cai
Yang Cai
Professor

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