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A Bayesian Model for Bivariate Causal Inference

We address the problem of two-variable causal inference without intervention. This task is to infer an existing causal relation between two random variables, i.e., [Formula: see text] or [Formula: see text] , from purely observational data. As the option to modify a potential cause is not given in m...

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Bibliographic Details
Published in:Entropy (Basel)
Main Authors: Kurthen, Maximilian, Enßlin, Torsten
Format: Artigo
Language:Inglês
Published: MDPI 2019
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC7516476/
https://ncbi.nlm.nih.gov/pubmed/33285821
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e22010046
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