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most citedRecursive Causal Structure Learning in the Presence of Latent Variables and Selection Bias

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cs.AI2025

Causal Effect Identification in Heterogeneous Environments from Higher-Order Moments

Yaroslav Kivva, Sina Akbari, Saber Salehkaleybar +1

We investigate the estimation of the causal effect of a treatment variable on an outcome in the presence of a latent confounder. We first show that the causal effect is identifiabl…