随机实验因果推理中的多元推理

IF 1.4 4区 生物学 Q4 MATHEMATICAL & COMPUTATIONAL BIOLOGY Acta Biotheoretica Pub Date : 2022-08-13 DOI:10.1007/s10441-022-09446-2
Tudor M. Baetu
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引用次数: 2

摘要

因果多元主义不仅可以在因果概念和方法指导方针方面进行辩护,而且可以在从因果关系的特定证据来源进行因果推理的更细致层次上进行辩护。基于随机实验(rct)的因果推理分析,提出了最后一种多元化的论点。在这里,统计显著关联的因果解释可以通过多种推理路径建立,每种路径依赖于不同的假设,并提供有利于因果解释的不同信息元素。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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Inferential Pluralism in Causal Reasoning from Randomized Experiments

Causal pluralism can be defended not only in respect to causal concepts and methodological guidelines, but also at the finer-grained level of causal inference from a particular source of evidence for causation. An argument for this last variety of pluralism is made based on an analysis of causal inference from randomized experiments (RCTs). Here, the causal interpretation of a statistically significant association can be established via multiple paths of reasoning, each relying on different assumptions and providing distinct elements of information in favour of a causal interpretation.

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来源期刊
Acta Biotheoretica
Acta Biotheoretica 生物-生物学
CiteScore
2.70
自引率
7.70%
发文量
19
审稿时长
3 months
期刊介绍: Acta Biotheoretica is devoted to the promotion of theoretical biology, encompassing mathematical biology and the philosophy of biology, paying special attention to the methodology of formation of biological theory. Papers on all kind of biological theories are welcome. Interesting subjects include philosophy of biology, biomathematics, computational biology, genetics, ecology and morphology. The process of theory formation can be presented in verbal or mathematical form. Moreover, purely methodological papers can be devoted to the historical origins of the philosophy underlying biological theories and concepts. Papers should contain clear statements of biological assumptions, and where applicable, a justification of their translation into mathematical form and a detailed discussion of the mathematical treatment. The connection to empirical data should be clarified. Acta Biotheoretica also welcomes critical book reviews, short comments on previous papers and short notes directing attention to interesting new theoretical ideas.
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