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STAR_outliers: a python package that separates univariate outliers from non-normal distributions

There are not currently any univariate outlier detection algorithms that transform and model arbitrarily shaped distributions to remove univariate outliers. Some algorithms model skew, even fewer model kurtosis, and none of them model bimodality and monotonicity. To overcome these challenges, we hav...

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Detalles Bibliográficos
Autores principales: Gregg, John T., Moore, Jason H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10476292/
https://www.ncbi.nlm.nih.gov/pubmed/37667378
http://dx.doi.org/10.1186/s13040-023-00342-0

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