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Nature Communications | Vol.9, Issue.1 | | Pages
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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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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temporal precedence principle between cause and effect causal decomposition approach mutual causal interactions inference time series analysis
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Albert C. Yang,Chung-Kang Peng,Norden E. Huang,.Causal decomposition in the mutual causation system. 9 (1),.
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