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Semiparametric maximum likelihood probability density estimation

A comprehensive methodology for semiparametric probability density estimation is introduced and explored. The probability density is modelled by sequences of mostly regular or steep exponential families generated by flexible sets of basis functions, possibly including boundary terms. Parameters are...

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Detalles Bibliográficos
Autor principal: Kwasniok, Frank
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8577774/
https://www.ncbi.nlm.nih.gov/pubmed/34752460
http://dx.doi.org/10.1371/journal.pone.0259111