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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MDPI AG
2021
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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) |
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causality common cause geodesic Science Q Astrophysics QB460-466 Physics QC1-999 |
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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 |
_version_ |
1718412276451508224 |