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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...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:J R Stat Soc Series B Stat Methodol
Prif Awduron: Luedtke, Alexander R., Carone, Marco, van der Laan, Mark J.
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: 2018
Pynciau:
Mynediad Ar-lein: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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