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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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Bibliografische gegevens
Gepubliceerd in:J R Stat Soc Series B Stat Methodol
Hoofdauteurs: Luedtke, Alexander R., Carone, Marco, van der Laan, Mark J.
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: 2018
Onderwerpen:
Online toegang: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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