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Abouei, Amir Mohammad, Mokhtarian, Ehsan, Kiyavash, Negar , year = · 2024 · arXiv 2309.02281

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Towards a holistic understanding of Selection Bias for Causal Effect Identification

stat.ME · 2026-05-13 · unverdicted · novelty 5.0

Provides necessary and sufficient conditions for ATE identifiability under selection bias by characterizing propensity and selection probabilities via weak assumptions on probability classes.

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