Causality fields in nonlinear causal effect analysis

与线性因果相比, 非线性因果具有更复杂的特点和内涵. 本文主要讨论非线性因果中的若干个问题, 并着重强调因果域的概念. 本文基于广泛应用的计算模型和方法, 围绕非线性因果分析与计算以及因果域的识别问题提出相应观点和建议, 并通过几个具体案例揭示非线性因果在处理复杂因果推断问题中的重要性和现实意义....

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Detalles Bibliográficos
Autores principales: Wang, Aiguo, Liu, Li, Yang, Jiaoyun, Li, Lian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Zhejiang University Press 2022
Materias:
Correspondence
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9399996/
http://dx.doi.org/10.1631/FITEE.2200165
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author Wang, Aiguo
Liu, Li
Yang, Jiaoyun
Li, Lian
author_facet Wang, Aiguo
Liu, Li
Yang, Jiaoyun
Li, Lian
author_sort Wang, Aiguo
collection PubMed
description 与线性因果相比, 非线性因果具有更复杂的特点和内涵. 本文主要讨论非线性因果中的若干个问题, 并着重强调因果域的概念. 本文基于广泛应用的计算模型和方法, 围绕非线性因果分析与计算以及因果域的识别问题提出相应观点和建议, 并通过几个具体案例揭示非线性因果在处理复杂因果推断问题中的重要性和现实意义.
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spelling pubmed-93999962022-08-24 Causality fields in nonlinear causal effect analysis Wang, Aiguo Liu, Li Yang, Jiaoyun Li, Lian Front Inform Technol Electron Eng Correspondence 与线性因果相比, 非线性因果具有更复杂的特点和内涵. 本文主要讨论非线性因果中的若干个问题, 并着重强调因果域的概念. 本文基于广泛应用的计算模型和方法, 围绕非线性因果分析与计算以及因果域的识别问题提出相应观点和建议, 并通过几个具体案例揭示非线性因果在处理复杂因果推断问题中的重要性和现实意义. Zhejiang University Press 2022-08-24 2022 /pmc/articles/PMC9399996/ http://dx.doi.org/10.1631/FITEE.2200165 Text en © Zhejiang University Press 2022 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Correspondence
Wang, Aiguo
Liu, Li
Yang, Jiaoyun
Li, Lian
Causality fields in nonlinear causal effect analysis
title Causality fields in nonlinear causal effect analysis
title_full Causality fields in nonlinear causal effect analysis
title_fullStr Causality fields in nonlinear causal effect analysis
title_full_unstemmed Causality fields in nonlinear causal effect analysis
title_short Causality fields in nonlinear causal effect analysis
title_sort causality fields in nonlinear causal effect analysis
topic Correspondence
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9399996/
http://dx.doi.org/10.1631/FITEE.2200165
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