×

Clustering functional data. (English) Zbl 1112.62327

Summary: The problem of clustering functional data is addressed. Results on principal points (cluster means for probability distributions) are given for functional Gaussian distributions. Examples and simulations are provided to illustrate the results.

MSC:

62H30 Classification and discrimination; cluster analysis (statistical aspects)
91C20 Clustering in the social and behavioral sciences
PDF BibTeX XML Cite
Full Text: DOI