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.

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Auteurs principaux: Ádám Zlatniczki, Marcell Stippinger, Zsigmond Benkő, Zoltán Somogyvári, András Telcs
Format: article
Langue:EN
Publié: MDPI AG 2021
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Accès en ligne:https://doaj.org/article/3016516300fe43c8bdcc2fe697811fac
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spelling oai:doaj.org-article:3016516300fe43c8bdcc2fe697811fac2021-11-25T17:29:45ZRelaxation of Some Confusions about Confounders10.3390/e231114501099-4300https://doaj.org/article/3016516300fe43c8bdcc2fe697811fac2021-10-01T00:00:00Zhttps://www.mdpi.com/1099-4300/23/11/1450https://doaj.org/toc/1099-4300This 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.Ádám ZlatniczkiMarcell StippingerZsigmond BenkőZoltán SomogyváriAndrás TelcsMDPI AGarticlecausalitycommon causegeodesicScienceQAstrophysicsQB460-466PhysicsQC1-999ENEntropy, Vol 23, Iss 1450, p 1450 (2021)
institution DOAJ
collection DOAJ
language EN
topic causality
common cause
geodesic
Science
Q
Astrophysics
QB460-466
Physics
QC1-999
spellingShingle causality
common cause
geodesic
Science
Q
Astrophysics
QB460-466
Physics
QC1-999
Ádám Zlatniczki
Marcell Stippinger
Zsigmond Benkő
Zoltán Somogyvári
András Telcs
Relaxation of Some Confusions about Confounders
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.
format article
author Ádám Zlatniczki
Marcell Stippinger
Zsigmond Benkő
Zoltán Somogyvári
András Telcs
author_facet Ádám Zlatniczki
Marcell Stippinger
Zsigmond Benkő
Zoltán Somogyvári
András Telcs
author_sort Ádám Zlatniczki
title Relaxation of Some Confusions about Confounders
title_short 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_sort relaxation of some confusions about confounders
publisher MDPI AG
publishDate 2021
url https://doaj.org/article/3016516300fe43c8bdcc2fe697811fac
work_keys_str_mv AT adamzlatniczki relaxationofsomeconfusionsaboutconfounders
AT marcellstippinger relaxationofsomeconfusionsaboutconfounders
AT zsigmondbenko relaxationofsomeconfusionsaboutconfounders
AT zoltansomogyvari relaxationofsomeconfusionsaboutconfounders
AT andrastelcs relaxationofsomeconfusionsaboutconfounders
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