Philosophy of Science 88 (5):951-960 (2021)

Tung-Ying Wu
Institute of Philosophy, Chinese Academy of Sciences (CASIP)
Judging an act’s causal efficacy plays a crucial role in causal decision theory. A recent development appeals to the causal modeling framework with an emphasis on the analysis of intervention based on the causal Bayes net for clarifying what causally depends on our acts. However, few writers have focused on exploring the usefulness of extending structural causal models to decision problems that are not ideal for intervention analysis. The thesis concludes that structural models provide a more general framework for rational decision makers.
Keywords causal decision theory  causal Bayes net  interventionist  structural causal models
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DOI 10.1086/715189
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References found in this work BETA

Causality: Models, Reasoning and Inference.Judea Pearl - 2000 - Cambridge University Press.
Causal Decision Theory.David Lewis - 1981 - Australasian Journal of Philosophy 59 (1):5 – 30.
Evidence, Decision and Causality.Arif Ahmed - 2014 - Cambridge University Press.

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