Relaxation of Some Confusions about Confounders

Ádám Zlatniczki; Marcell Stippinger; Zsigmond Benkő; Zoltán Somogyvári; András Telcs

doi:10.3390/e23111450

Entropy (Oct 2021)

Relaxation of Some Confusions about Confounders

Ádám Zlatniczki,
Marcell Stippinger,
Zsigmond Benkő,
Zoltán Somogyvári,
András Telcs

Affiliations

Ádám Zlatniczki: Department of Computer Science and Information Theory, Budapest University of Technology and Economics, H-1111 Budapest, Hungary
Marcell Stippinger: Wigner Research Centre for Physics, H-1121 Budapest, Hungary
Zsigmond Benkő: Wigner Research Centre for Physics, H-1121 Budapest, Hungary
Zoltán Somogyvári: Wigner Research Centre for Physics, H-1121 Budapest, Hungary
András Telcs: Department of Computer Science and Information Theory, Budapest University of Technology and Economics, H-1111 Budapest, Hungary

DOI: https://doi.org/10.3390/e23111450
Journal volume & issue: Vol. 23, no. 11
p. 1450

Abstract

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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.

Published in Entropy

ISSN: 1099-4300 (Online)
Publisher: MDPI AG
Country of publisher: Switzerland
LCC subjects: Science: Astronomy: Astrophysics; Science: Physics
Website: http://www.mdpi.com/journal/entropy

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