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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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Bibliographische Detailangaben
Veröffentlicht in:J Causal Inference
Hauptverfasser: Zhu, Yeying, Savage, Jennifer S., Ghosh, Debashis
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2018
Schlagworte:
Online Zugang: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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