Personalizing Path-Specific Effects

Unlike classical causal inference, which often has an average causal effect of a treatment within a population as a target, in settings such as personalized medicine, the goal is to map a given unit's characteristics to a treatment tailored to maximize the expected outcome for that unit. Obtain...

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Bibliographic Details
Main Authors Shpitser, Ilya, Sarkar, Sourjya
Format Journal Article
LanguageEnglish
Published 12.09.2017
Subjects
Statistics - Methodology
Online AccessGet full text
DOI10.48550/arxiv.1709.03862

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