Beyond conditional averages: Estimating the individual causal effect distribution

In recent years, the field of causal inference from observational data has emerged rapidly. The literature has focused on (conditional) average causal effect estimation. When (remaining) variability of individual causal effects (ICEs) is considerable, average effects may be uninformative for an indi...

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Bibliographic Details
Main Authors: Post Richard A. J., van den Heuvel Edwin R.
Format: Article
Language:English
Published: De Gruyter 2025-05-01
Series:Journal of Causal Inference
Subjects:
Online Access:https://doi.org/10.1515/jci-2024-0007
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