Covariate balancing for high-dimensional samples in controlled experiments

In controlled experiments, achieving covariate balancing across all groups is crucial as it ensures that the estimated treatment effects are not confounded by the effects of covariates. This study proposes a mixed-integer nonlinear programming model to address the covariate balancing problem. Specif...

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Bibliographic Details
Main Authors: Luo, Xi, Yan, Penggao, Yan, Ran, Wang, Shuaian
Other Authors: School of Civil and Environmental Engineering
Format: Journal Article
Language:English
Published: 2025
Subjects:
Online Access:https://hdl.handle.net/10356/182520