Covariate balancing based on kernel density estimates for controlled experiments

Controlled experiments are widely used in many applications to investigate the causal relationship between input factors and experimental outcomes. A completely randomised design is usually used to randomly assign treatment levels to experimental units. When covariates of the experimental units are...

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Bibliographic Details
Main Authors: Yiou Li, Lulu Kang, Xiao Huang
Format: Article
Language:English
Published: Taylor & Francis Group 2021-04-01
Series:Statistical Theory and Related Fields
Subjects:
Online Access:http://dx.doi.org/10.1080/24754269.2021.1878742