不变性

James Woodward
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引用次数: 0

摘要

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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Invariance
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.
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Invariance Some Empirical Results Concerning Causal Learning and Representation Invariance Applied
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