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The Role of Instrumental Variables in Causal Inference Based on Independence of Cause and Mechanism

Causal inference methods based on conditional independence construct Markov equivalent graphs and cannot be applied to bivariate cases. The approaches based on independence of cause and mechanism state, on the contrary, that causal discovery can be inferred for two observations. In our contribution,...

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Detalles Bibliográficos
Autores principales: Sokolovska, Nataliya, Wuillemin, Pierre-Henri
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8393789/
https://www.ncbi.nlm.nih.gov/pubmed/34441068
http://dx.doi.org/10.3390/e23080928