Cyclic structural causal model with unobserved confounder effect

DOI10.1080/03610926.2021.1913186OpenAlexW3157098544MaRDI QIDQ5875224

Mario Nagase, Yutaka Kano

Publication date: 3 February 2023

Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610926.2021.1913186

zbMATH Keywords

identifiabilitycausal inferenceunobserved confoundercyclic non linear structure equation models

Mathematics Subject Classification ID

Nonparametric estimation (62G05) Contingency tables (62H17)

Cites Work

• Identifiability of nonrecursive structural equation models
• Estimation of causal effects using linear non-Gaussian causal models with hidden variables
• On the choice of a model to fit data from an exponential family
• Causality in Linear Nongaussian Acyclic Models in the Presence of Latent Gaussian Confounders
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