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Invariance Applied 不变性的应用
Pub Date : 2021-10-14 DOI: 10.1093/oso/9780197585412.003.0007
J. Woodward
This chapter applies the ideas about invariance from Chapter 5 to the analysis (both normative and descriptive) of various aspects of commonsense cause reasoning. The focus is mainly on one particular kind of invariance—invariance under changes in background conditions, here called insensitivity. This is used to cast light on causal judgments involving omissions and examples involving double prevention (in which the occurrence of c prevents the occurrence of e, which had it occurred, would have prevented the occurrence of f, with the result that f occurs). It is argued that causal claims regarding omissions and double prevention relations differ normatively depending on the invariance of the relations involved and that this is also reflected in the judgments that people make about such claims.
本章将第5章中关于不变性的概念应用于对常识原因推理的各个方面的分析(包括规范性的和描述性的)。重点主要放在一种特殊的不变性上——背景条件变化下的不变性,这里称为不敏感性。这被用来阐明涉及遗漏的因果判断和涉及双重预防的例子(其中c的发生阻止了e的发生,如果e发生了,就会阻止f的发生,结果是f发生了)。有人认为,关于遗漏和双重预防关系的因果主张在规范上是不同的,这取决于所涉及的关系的不变性,这也反映在人们对这种主张的判断中。
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引用次数: 0
Some Empirical Results Concerning Causal Learning and Representation 关于因果学习和表征的一些实证结果
Pub Date : 2021-10-14 DOI: 10.1093/oso/9780197585412.003.0005
J. Woodward
This chapter explores some empirical results bearing on the descriptive and normative adequacy of different accounts of causal learning and representation. It begins by contrasting associative accounts with accounts that attribute additional structure to causal representation, arguing in favor of the latter. Empirical results supporting the claim that adult humans often reason about causal relationships using interventionist counterfactuals are presented. Contrasts between human and nonhuman primate causal cognition are also discussed, as well as some experiments concerning causal cognition in young children. A proposal about what is involved in having adult human causal representations is presented and some issues about how these might develop over time are explored.
本章探讨了一些关于因果学习和表征的不同描述的描述性和规范性充分性的实证结果。它首先将联想描述与将额外结构归因于因果表征的描述进行对比,论证支持后者。实证结果支持的主张,成人经常使用干预反事实推理的因果关系提出。还讨论了人类和非人类灵长类动物因果认知的对比,以及一些关于幼儿因果认知的实验。提出了一个关于成年人因果表征所涉及的问题,并探讨了这些问题如何随着时间的推移而发展。
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引用次数: 0
Invariance 不变性
Pub Date : 2021-10-14 DOI: 10.1093/oso/9780197585412.003.0006
James Woodward
This chapter explores the notion of invariance, which is of central normative importance in causal reasoning and is also central to its descriptive characterization, as shown in subsequent chapters. The invariance of a causal relationship has to do with the extent that it continues to be operative across various sorts of changes—in background conditions, changes in the distribution of initial conditions, and different micro-realizations of a cause, to describe just a few of the possibilities that are considered. Invariance is distinguished from exceptionlessness and needs to be understood against the background of our epistemic and calculational limitations.
本章探讨了不变性的概念,它在因果推理中具有中心规范性的重要性,也是其描述性特征的中心,如后续章节所示。因果关系的不变性与它在各种变化中继续起作用的程度有关——背景条件的变化,初始条件分布的变化,以及原因的不同微观实现,这些只是考虑的几种可能性。不变性区别于例外性,需要在我们认知和计算限制的背景下理解。
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引用次数: 0
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Causation with a Human Face
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