Causal decomposition in the mutual causation system

Causality inference in time series analysis based on temporal precedence principle between cause and effect fails to detect mutual causal interactions. Here, Yang et al. introduce a causal decomposition approach based on the covariation principle of cause and effect that overcomes this limitation.

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Detalles Bibliográficos
Autores principales:	Albert C. Yang, Chung-Kang Peng, Norden E. Huang
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2018
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/204975e8ddb14b1296ae10965ec69ca4
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spelling	oai:doaj.org-article:204975e8ddb14b1296ae10965ec69ca42021-12-02T14:40:32ZCausal decomposition in the mutual causation system10.1038/s41467-018-05845-72041-1723https://doaj.org/article/204975e8ddb14b1296ae10965ec69ca42018-08-01T00:00:00Zhttps://doi.org/10.1038/s41467-018-05845-7https://doaj.org/toc/2041-1723Causality inference in time series analysis based on temporal precedence principle between cause and effect fails to detect mutual causal interactions. Here, Yang et al. introduce a causal decomposition approach based on the covariation principle of cause and effect that overcomes this limitation.Albert C. YangChung-Kang PengNorden E. HuangNature PortfolioarticleScienceQENNature Communications, Vol 9, Iss 1, Pp 1-10 (2018)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Albert C. Yang Chung-Kang Peng Norden E. Huang Causal decomposition in the mutual causation system
description	Causality inference in time series analysis based on temporal precedence principle between cause and effect fails to detect mutual causal interactions. Here, Yang et al. introduce a causal decomposition approach based on the covariation principle of cause and effect that overcomes this limitation.
format	article
author	Albert C. Yang Chung-Kang Peng Norden E. Huang
author_facet	Albert C. Yang Chung-Kang Peng Norden E. Huang
author_sort	Albert C. Yang
title	Causal decomposition in the mutual causation system
title_short	Causal decomposition in the mutual causation system
title_full	Causal decomposition in the mutual causation system
title_fullStr	Causal decomposition in the mutual causation system
title_full_unstemmed	Causal decomposition in the mutual causation system
title_sort	causal decomposition in the mutual causation system
publisher	Nature Portfolio
publishDate	2018
url	https://doaj.org/article/204975e8ddb14b1296ae10965ec69ca4
work_keys_str_mv	AT albertcyang causaldecompositioninthemutualcausationsystem AT chungkangpeng causaldecompositioninthemutualcausationsystem AT nordenehuang causaldecompositioninthemutualcausationsystem
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Causal decomposition in the mutual causation system

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