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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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Bibliografische gegevens
Gepubliceerd in:J Causal Inference
Hoofdauteurs: Zhu, Yeying, Savage, Jennifer S., Ghosh, Debashis
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: 2018
Onderwerpen:
Online toegang: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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