conftrace_

linear non-gaussian model

6 papers

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Also known as

LINGAM

Co-occurring keywords

causal discovery (460) causal inference (1630) confounding adjustment (12) statistical test (47) markov blanket (31) latent confounder (33) causal orientation (4) cyclic model (2) causal strength (5) linear structural equation model (13)

Papers

Local Causal Discovery with Linear non-Gaussian Cyclic Models AISTATS 2024
Identification of Linear Non-Gaussian Latent Hierarchical Structure ICML 2022
Learning linear non-Gaussian directed acyclic graph with diverging number of nodes JMLR 2022
Independence Testing-Based Approach to Causal Discovery under Measurement Error and Linear Non-Gaussian Models NIPS 2022
Statistical Undecidability in Linear, Non-Gaussian Causal Models in the Presence of Latent Confounders NIPS 2021
Statistical test for consistent estimation of causal effects in linear non-Gaussian models AISTATS 2012