Beyond pairwise network similarity: exploring mediation and suppression between networks

Mediation analysis aims to clarify the nature of the relationship between two variables, by elucidating the role of a third variable, which can allow or suppress the relationship, or being simply not involved in the process. The authors introduce this framework in the analysis of three-layered multi...

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Autores principales:	Lucas Lacasa, Sebastiano Stramaglia, Daniele Marinazzo
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2021
Materias:	Astrophysics QB460-466 Physics QC1-999
Acceso en línea:	https://doaj.org/article/19909a4099d14bf293ba6433a7140a2e
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spelling	oai:doaj.org-article:19909a4099d14bf293ba6433a7140a2e2021-12-02T17:23:25ZBeyond pairwise network similarity: exploring mediation and suppression between networks10.1038/s42005-021-00638-92399-3650https://doaj.org/article/19909a4099d14bf293ba6433a7140a2e2021-06-01T00:00:00Zhttps://doi.org/10.1038/s42005-021-00638-9https://doaj.org/toc/2399-3650Mediation analysis aims to clarify the nature of the relationship between two variables, by elucidating the role of a third variable, which can allow or suppress the relationship, or being simply not involved in the process. The authors introduce this framework in the analysis of three-layered multiplex networks, assessing whether a link between two nodes in one layer affects the probability of having a link between the two same nodes in the other two layers, and present some applications to social and biological networks.Lucas LacasaSebastiano StramagliaDaniele MarinazzoNature PortfolioarticleAstrophysicsQB460-466PhysicsQC1-999ENCommunications Physics, Vol 4, Iss 1, Pp 1-8 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Astrophysics QB460-466 Physics QC1-999
spellingShingle	Astrophysics QB460-466 Physics QC1-999 Lucas Lacasa Sebastiano Stramaglia Daniele Marinazzo Beyond pairwise network similarity: exploring mediation and suppression between networks
description	Mediation analysis aims to clarify the nature of the relationship between two variables, by elucidating the role of a third variable, which can allow or suppress the relationship, or being simply not involved in the process. The authors introduce this framework in the analysis of three-layered multiplex networks, assessing whether a link between two nodes in one layer affects the probability of having a link between the two same nodes in the other two layers, and present some applications to social and biological networks.
format	article
author	Lucas Lacasa Sebastiano Stramaglia Daniele Marinazzo
author_facet	Lucas Lacasa Sebastiano Stramaglia Daniele Marinazzo
author_sort	Lucas Lacasa
title	Beyond pairwise network similarity: exploring mediation and suppression between networks
title_short	Beyond pairwise network similarity: exploring mediation and suppression between networks
title_full	Beyond pairwise network similarity: exploring mediation and suppression between networks
title_fullStr	Beyond pairwise network similarity: exploring mediation and suppression between networks
title_full_unstemmed	Beyond pairwise network similarity: exploring mediation and suppression between networks
title_sort	beyond pairwise network similarity: exploring mediation and suppression between networks
publisher	Nature Portfolio
publishDate	2021
url	https://doaj.org/article/19909a4099d14bf293ba6433a7140a2e
work_keys_str_mv	AT lucaslacasa beyondpairwisenetworksimilarityexploringmediationandsuppressionbetweennetworks AT sebastianostramaglia beyondpairwisenetworksimilarityexploringmediationandsuppressionbetweennetworks AT danielemarinazzo beyondpairwisenetworksimilarityexploringmediationandsuppressionbetweennetworks
_version_	1718380954872971264

Beyond pairwise network similarity: exploring mediation and suppression between networks

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