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A Bayesian Motivated Two-Sample Test Based on Kernel Density Estimates

A new nonparametric test of equality of two densities is investigated. The test statistic is an average of log-Bayes factors, each of which is constructed from a kernel density estimate. Prior densities for the bandwidths of the kernel estimates are required, and it is shown how to choose priors so...

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Detalles Bibliográficos
Autores principales: Merchant, Naveed, Hart, Jeffrey D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9407360/
https://www.ncbi.nlm.nih.gov/pubmed/36010735
http://dx.doi.org/10.3390/e24081071