Outlier detection based on the functional coefficient of variation

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چکیده

The coefficient of the variation function is a useful descriptive statistic, especially when comparing variability more than two curve groups, even they have significantly different mean curves. Since ratio and standard deviation functions, its particular property that it shows acceleration explicitly function. aim study twofold: to show functional sensitive abrupt changes propose utilisation as an outlier detection tool. Several simulation trials shown allows effects outliers be seen explicitly.

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Comments on: Multivariate functional outlier detection

First of all, we would like to congratulate M. Hubert, P. Rousseeuw and P. Segaert for this very interesting and stimulating work. It is clear that functional data are becoming ubiquitous in many disciplines and the development of appropriate statistical techniques is clearly needed. Moreover, outliers are very likely to occur in this type of data, where many measurements are taken by applying ...

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ژورنال

عنوان ژورنال: Statistics in Transition New Series

سال: 2023

ISSN: ['1234-7655', '2450-0291']

DOI: https://doi.org/10.59170/stattrans-2023-017