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A Kernel-Based Metric for Balance Assessment

An important goal in causal inference is to achieve balance in the covariates among the treatment groups. In this article, we introduce the concept of distributional balance preserving which requires the distribution of the covariates to be the same in different treatment groups. We also introduce a...

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Detalles Bibliográficos
Publicado en:J Causal Inference
Main Authors: Zhu, Yeying, Savage, Jennifer S., Ghosh, Debashis
Formato: Artigo
Idioma:Inglês
Publicado: 2018
Assuntos:
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC6258021/
https://ncbi.nlm.nih.gov/pubmed/30498678
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1515/jci-2016-0029
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