Logic of Causal Inference from Data Under Presence of Latent Confounders

O.S. Balabanov

doi:10.1007/s10559-022-00448-z

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Logic of Causal Inference from Data Under Presence of Latent Confounders

O.S. Balabanov

Year: 2022 Journal: Cybernetics and Systems Analysis Vol: 58 (2)Pages: 171-185 Publisher: Springer Science+Business Media

DOI: 10.1007/s10559-022-00448-z

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Keywords:

Causal inference Inference Confounding Computer science Causal model Independence (probability theory) Artificial intelligence Class (philosophy) Conditional independence Machine learning Latent class model Latent variable Fiducial inference Econometrics Frequentist inference Mathematics Statistics Bayesian inference

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Bayesian Modeling and Causal Inference

Physical Sciences → Computer Science → Artificial Intelligence

Machine Learning and Algorithms

Physical Sciences → Computer Science → Artificial Intelligence

Cognitive Science and Mapping

Physical Sciences → Computer Science → Artificial Intelligence

Logic of Causal Inference from Data Under Presence of Latent Confounders

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