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Discovering Ancestral Instrumental Variables for Causal Inference From Observational Data.
Debo Cheng
Jiuyong Li
Lin Liu
Kui Yu
Thuc Duy Le
Jixue Liu
Published in:
IEEE Trans. Neural Networks Learn. Syst. (2024)
Keyphrases
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observational data
causal inference
experimental data
directed acyclic graph
causal structure
causal models
causal discovery
causal relationships
causal effects
causal bayesian networks
latent variables
bayesian networks
sample size
co occurrence
discovery process
naive bayes