Individualized treatment rules under stochastic treatment cost constraints

Estimation and evaluation of individualized treatment rules have been studied extensively, but real-world treatment resource constraints have received limited attention in existing methods. We investigate a setting in which treatment is intervened upon based on covariates to optimize the mean counte...

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Bibliographic Details
Main Authors: Qiu Hongxiang, Carone Marco, Luedtke Alex
Format: Article
Language:English
Published: De Gruyter 2022-12-01
Series:Journal of Causal Inference
Subjects:
Online Access:https://doi.org/10.1515/jci-2022-0005