Paper "causal inference" Papers

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Instrumental Variable Estimation for Causal Inference in Longitudinal Data with Time-Dependent Latent Confounders

Debo Cheng, Ziqi Xu, Jiuyong Li et al.

AAAI 2024paperarXiv:2312.07175
19
citations

Learning the Causal Structure of Networked Dynamical Systems under Latent Nodes and Structured Noise

Augusto Santos, Diogo Rente, Rui Seabra et al.

AAAI 2024paperarXiv:2312.05974
6
citations

Probabilities of Causation with Nonbinary Treatment and Effect

Ang Li, Judea Pearl

AAAI 2024paperarXiv:2208.09568

s-ID: Causal Effect Identification in a Sub-population

Amir Mohammad Abouei, Ehsan Mokhtarian, Negar Kiyavash

AAAI 2024paperarXiv:2309.02281
4
citations