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首页> 外文期刊>Bulletin of the American Meteorological Society >CAUSAL COUNTERFACTUAL THEORY FOR THE ATTRIBUTION OF WEATHER AND CLIMATE-RELATED EVENTS
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CAUSAL COUNTERFACTUAL THEORY FOR THE ATTRIBUTION OF WEATHER AND CLIMATE-RELATED EVENTS

机译:天气和气候相关事件归因的因果反演理论

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摘要

The emergence of clear semantics for causal claims and of a sound logic for causal reasoning is relatively recent, with the consolidation over the past decades of a coherent theoretical corpus of definitions, concepts, and methods of general applicability that is anchored into counterfactuals. The latter corpus has proved to be of high practical interest in numerous applied fields (e.g., epidemiology, economics, and social science). In spite of their rather consensual nature and proven efficacy, these definitions and methods are to a large extent not used in detection and attribution (D&A). This article gives a brief overview of the main concepts underpinning the causal theory and proposes some methodological extensions for the causal attribution of weather and climate-related events that are rooted into the latter. Implications for the formulation of causal claims and their uncertainty are finally discussed.
机译:因果主张的清晰语义和因果推理的合理逻辑的出现是相对较新的,在过去的几十年中,统一了定义,概念和普遍适用性的连贯理论语料库,并将其扎根于反事实之中。事实证明后一种语料库在许多应用领域(例如流行病学,经济学和社会科学)具有很高的实践意义。尽管它们具有相当共识的性质和经过验证的功效,但这些定义和方法在很大程度上未用于检测和归因(D&A)。本文简要概述了因果理论的主要概念,并提出了一些方法论扩展,这些方法扩展了源于后者的天气和气候相关事件的因果归因。最后讨论了因果主张的表述及其不确定性。

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