Causes and explanations: A structural-model approach. Part I: Causes

Causes and explanations: A structural-model approach. Part I: Causes
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DOI:
10.1093/bjps/axi147
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发表时间:
2005-12-01
影响因子:
3.4
通讯作者:
Pearl, J
Pearl, J
中科院分区:
人文科学1区
文献类型:
--
作者:
Halpern, JY;Pearl, J

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我们提出了一种新的实际原因的定义,使用结构方程来模拟反事实。我们表明,该定义产生了一个合理的和优雅的因果关系的说明,很好地处理了一些例子,这些例子给其他定义带来了问题,并解决了传统解释中的主要困难。
We propose a new definition of actual causes, using structural equations to model counterfactuals. We show that the definition yields a plausible and elegant account of causation that handles well examples which have caused problems for other definitions and resolves major difficulties in the traditional account.