Relaxation of Some Confusions about Confounders

This work is about observational causal discovery for deterministic and stochastic dynamic systems. We explore what additional knowledge can be gained by the usage of standard conditional independence tests and if the interacting systems are located in a geodesic space.

Detalles Bibliográficos
Autores principales: Zlatniczki, Ádám, Stippinger, Marcell, Benkő, Zsigmond, Somogyvári, Zoltán, Telcs, András
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8622028/
https://www.ncbi.nlm.nih.gov/pubmed/34828148
http://dx.doi.org/10.3390/e23111450
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author Zlatniczki, Ádám
Stippinger, Marcell
Benkő, Zsigmond
Somogyvári, Zoltán
Telcs, András
author_facet Zlatniczki, Ádám
Stippinger, Marcell
Benkő, Zsigmond
Somogyvári, Zoltán
Telcs, András
author_sort Zlatniczki, Ádám
collection PubMed
description This work is about observational causal discovery for deterministic and stochastic dynamic systems. We explore what additional knowledge can be gained by the usage of standard conditional independence tests and if the interacting systems are located in a geodesic space.
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spelling pubmed-86220282021-11-27 Relaxation of Some Confusions about Confounders Zlatniczki, Ádám Stippinger, Marcell Benkő, Zsigmond Somogyvári, Zoltán Telcs, András Entropy (Basel) Article This work is about observational causal discovery for deterministic and stochastic dynamic systems. We explore what additional knowledge can be gained by the usage of standard conditional independence tests and if the interacting systems are located in a geodesic space. MDPI 2021-10-31 /pmc/articles/PMC8622028/ /pubmed/34828148 http://dx.doi.org/10.3390/e23111450 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Zlatniczki, Ádám
Stippinger, Marcell
Benkő, Zsigmond
Somogyvári, Zoltán
Telcs, András
Relaxation of Some Confusions about Confounders
title Relaxation of Some Confusions about Confounders
title_full Relaxation of Some Confusions about Confounders
title_fullStr Relaxation of Some Confusions about Confounders
title_full_unstemmed Relaxation of Some Confusions about Confounders
title_short Relaxation of Some Confusions about Confounders
title_sort relaxation of some confusions about confounders
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8622028/
https://www.ncbi.nlm.nih.gov/pubmed/34828148
http://dx.doi.org/10.3390/e23111450
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AT benkozsigmond relaxationofsomeconfusionsaboutconfounders
AT somogyvarizoltan relaxationofsomeconfusionsaboutconfounders
AT telcsandras relaxationofsomeconfusionsaboutconfounders

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