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Arribas-Gil A, Romo J (2014) Shape outlier detection and visualisation for functional data: the outliergram. Biostatistics 15:603–619
Hubert M, Rousseeuw PJ, Segaert P (2015) Multivariate functional outlier detection. Stat Methods Appl. doi:10.1007/s10260-015-0297-8
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We would like to acknowledge Mia Hubert, Peter Rousseeuw and Pieter Segaert for kindly providing all the data sets and the R code of all the procedures described in their article.
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Arribas-Gil, A., Romo, J. Discussion of “Multivariate functional outlier detection”. Stat Methods Appl 24, 263–267 (2015). https://doi.org/10.1007/s10260-015-0328-5
- Outlier Detection
- Functional Data Analysis
- Detection Rule
- Shape Outlier
- Functional Depth