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An omnibus non-parametric test of equality in distribution for unknown functions

We present a novel family of nonparametric omnibus tests of the hypothesis that two unknown but estimable functions are equal in distribution when applied to the observed data structure. We developed these tests, which represent a generalization of the maximum mean discrepancy tests described in Gre...

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Detalhes bibliográficos
Publicado no:J R Stat Soc Series B Stat Methodol
Main Authors: Luedtke, Alexander R., Carone, Marco, van der Laan, Mark J.
Formato: Artigo
Idioma:Inglês
Publicado em: 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6476331/
https://ncbi.nlm.nih.gov/pubmed/31024219
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/rssb.12299
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