Causal Discovery from Markov Properties Under Latent Confounders

O.S. Balabanov

doi:10.1007/s10559-024-00677-4

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Causal Discovery from Markov Properties Under Latent Confounders

O.S. Balabanov

Year: 2024 Journal: Cybernetics and Systems Analysis Vol: 60 (3)Pages: 359-374 Publisher: Springer Science+Business Media

DOI: 10.1007/s10559-024-00677-4

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Keywords:

Confounding Computer science Markov chain Latent variable Markov model Markov blanket Econometrics Artificial intelligence Machine learning Mathematics Statistics Markov property

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Bayesian Modeling and Causal Inference

Physical Sciences → Computer Science → Artificial Intelligence

Data Quality and Management

Social Sciences → Decision Sciences → Management Science and Operations Research

AI-based Problem Solving and Planning

Physical Sciences → Computer Science → Artificial Intelligence

Causal Discovery from Markov Properties Under Latent Confounders

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