A Cross-Moment Approach for Causal Effect Estimation

9 June 2023

Papers citing "A Cross-Moment Approach for Causal Effect Estimation"

6 / 6 papers shown

Title
Causal Effect Identification in Heterogeneous Environments from Higher-Order Moments Yaroslav Kivva S. Akbari Saber Salehkaleybar Negar Kiyavash CML 26 0 0 13 Jun 2025
Causal Effect Identification in lvLiNGAM from Higher-Order Cumulants D. Tramontano Yaroslav Kivva Saber Salehkaleybar Mathias Drton Negar Kiyavash CML 96 0 0 05 Jun 2025
Sequential Treatment Effect Estimation with Unmeasured Confounders Yingrong Wang Anpeng Wu Yangqiu Song Ziyang Xiao Ruoxuan Xiong Qing Han Kun Kuang CML 70 0 0 14 May 2025
Causal Discovery in Linear Models with Unobserved Variables and Measurement Error Yuqin Yang M. Nafea Negar Kiyavash Kun Zhang AmirEmad Ghassami CML 44 0 0 28 Jul 2024
Causal Effect Identification in LiNGAM Models with Latent Confounders D. Tramontano Yaroslav Kivva Saber Salehkaleybar Mathias Drton Negar Kiyavash CML 82 3 0 04 Jun 2024
Parameter identification in linear non-Gaussian causal models under general confounding D. Tramontano Mathias Drton Jalal Etesami CML 132 2 0 31 May 2024