Identification of Conditional Causal Effects under Markov Equivalence

Amin Jaber, Jiji Zhang, Elias Bareinboim

Feb-13-2026, 16:37:51 GMT–Neural Information Processing Systems

Such conditional effects are particularly useful when what is at stake is the consequence of conditional plans orpolicies, inwhich what value orprobability distribution toimpose onXiscontingent on the value ofZ(Pearl and Robins, 1995).

jaberetal, pearl, zhang, (16 more...)

Neural Information Processing Systems

Feb-13-2026, 16:37:51 GMT

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Identification of Conditional Causal Effects under Markov Equivalence

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