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Identification of Personalized Effects Associated With Causal Pathways

Unlike classical causal inference, where the goal is to estimate average causal effects within a population, in settings such as personalized medicine, the goal is to map a unit’s characteristics to a treatment tailored to maximize the expected outcome for that unit. Obtaining high-quality mappings...

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Bibliografiske detaljer
Udgivet i:Uncertain Artif Intell
Main Authors: Shpitser, Ilya, Sherman, Eli
Format: Artigo
Sprog:Inglês
Udgivet: 2018
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6764091/
https://ncbi.nlm.nih.gov/pubmed/31565035
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