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A method for detecting outliers in linear-circular non-parametric regression

This study proposes a robust outlier detection method based on the circular median for non-parametric linear-circular regression in case the response variable includes outlier(s) and the residuals are Wrapped-Cauchy distributed. Nadaraya-Watson and local linear regression methods were employed to ob...

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Detalles Bibliográficos
Autores principales: Sert, Sümeyra, Kardiyen, Filiz
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10259788/
https://www.ncbi.nlm.nih.gov/pubmed/37307265
http://dx.doi.org/10.1371/journal.pone.0286448