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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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Bibliografiske detaljer
Udgivet i:J R Stat Soc Series B Stat Methodol
Main Authors: Luedtke, Alexander R., Carone, Marco, van der Laan, Mark J.
Format: Artigo
Sprog:Inglês
Udgivet: 2018
Fag:
Online adgang: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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