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Evaluation of robust outlier detection methods for zero-inflated complex data

Outlier detection can be seen as a pre-processing step for locating data points in a data sample, which do not conform to the majority of observations. Various techniques and methods for outlier detection can be found in the literature dealing with different types of data. However, many data sets ar...

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Detalles Bibliográficos
Autores principales: Templ, M., Gussenbauer, J., Filzmoser, P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Taylor & Francis 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9041731/
https://www.ncbi.nlm.nih.gov/pubmed/35707025
http://dx.doi.org/10.1080/02664763.2019.1671961