Robust Fitting of a Wrapped Normal Model to Multivariate Circular Data and Outlier Detection

In this work, we deal with a robust fitting of a wrapped normal model to multivariate circular data. Robust estimation is supposed to mitigate the adverse effects of outliers on inference. Furthermore, the use of a proper robust method leads to the definition of effective outlier detection rules. Ro...

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Bibliographic Details
Main Authors: Luca Greco, Giovanni Saraceno, Claudio Agostinelli
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Stats
Subjects:
EM
MCD
Online Access:https://www.mdpi.com/2571-905X/4/2/28