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Identification and Estimation of Causal Effects Defined by Shift Interventions

Causal inference quantifies cause effect relationships by means of counterfactual responses had some variable been artificially set to a constant. A more refined notion of manipulation, where a variable is artificially set to a fixed function of its natural value is also of interest in particular do...

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Vydáno v:Proc Mach Learn Res
Hlavní autoři: Sani, Numair, Lee, Jaron J. R., Shpitser, Ilya
Médium: Artigo
Jazyk:Inglês
Vydáno: 2020
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7716622/
https://ncbi.nlm.nih.gov/pubmed/33283199
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