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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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Détails bibliographiques
Publié dans:J Causal Inference
Auteurs principaux: Zhu, Yeying, Savage, Jennifer S., Ghosh, Debashis
Format: Artigo
Langue:Inglês
Publié: 2018
Sujets:
Accès en ligne: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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