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A Maximum-Entropy Method to Estimate Discrete Distributions from Samples Ensuring Nonzero Probabilities

When constructing discrete (binned) distributions from samples of a data set, applications exist where it is desirable to assure that all bins of the sample distribution have nonzero probability. For example, if the sample distribution is part of a predictive model for which we require returning a r...

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Detalles Bibliográficos
Autores principales: Darscheid, Paul, Guthke, Anneli, Ehret, Uwe
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7513126/
https://www.ncbi.nlm.nih.gov/pubmed/33265690
http://dx.doi.org/10.3390/e20080601