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Lossless Transformations and Excess Risk Bounds in Statistical Inference

We study the excess minimum risk in statistical inference, defined as the difference between the minimum expected loss when estimating a random variable from an observed feature vector and the minimum expected loss when estimating the same random variable from a transformation (statistic) of the fea...

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Detalles Bibliográficos
Autores principales: Györfi, László, Linder, Tamás, Walk, Harro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10606681/
https://www.ncbi.nlm.nih.gov/pubmed/37895515
http://dx.doi.org/10.3390/e25101394