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Pré-Publication, Document De Travail Année : 2024

Identifying Intended Effects with Causal Models

Résumé

The aim of this work is to extend the framework of causal inference, in particular as it has been developed by Pearl (2009), in order to model actions and their ends. It introduces means-ends relationships as a way to model actions based on a causal model and of its implied correlations observable in data; it defines teleological confounding and introduces interference as a way to control for it.
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Dates et versions

hal-04424637 , version 1 (30-01-2024)

Identifiants

  • HAL Id : hal-04424637 , version 1

Citer

Dario Compagno. Identifying Intended Effects with Causal Models. 2024. ⟨hal-04424637⟩
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