Rob J Hyndman
International Encyclopedia of Statistical Science, ed. Miodrag Lovric, Springer (2010)
I have written three articles for this new encyclopedia:
I have written three articles for this new encyclopedia:
Abstract: We propose some new tools for visualizing functional data and for identifying functional outliers. The proposed tools make use of robust principal component analysis, data depth and highest density regions. We compare the proposed outlier detection methods with the existing “functional depth” method, and show that our methods have better performance on identifying outliers in French male age-specific mortality data.
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