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20202026
most citedLatent Instrumental Variables as Priors in Causal Inference based on Independence of Cause and Mechanism

4 citations

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cs.LG2020★ 4 cited

Latent Instrumental Variables as Priors in Causal Inference based on Independence of Cause and Mechanism

Nataliya Sokolovska, Pierre-Henri Wuillemin

Causal inference methods based on conditional independence construct Markov equivalent graphs, and cannot be applied to bivariate cases. The approaches based on independence of cau…