"Clustering Functional Data" by Thaddeus Tarpey

Selected Works of Thaddeus Tarpey

Article

Clustering Functional Data

Journal of Classification

Thaddeus Tarpey, Wright State University - Main Campus
Kimberly Kinateder, Wright State University - Main Campus

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Document Type

Article

Publication Date

1-1-2003

Disciplines

Applied Mathematics,
Applied Statistics,
Mathematics,
Physical Sciences and Mathematics and
Statistics and Probability

Abstract

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 results.

DOI

10.1007/s00357-003-0007-3

Citation Information

Thaddeus Tarpey and Kimberly Kinateder. "Clustering Functional Data" Journal of Classification Vol. 20 Iss. 1 (2003) p. 093 - 114 ISSN: 0176-4268
Available at: http://works.bepress.com/thaddeus_tarpey/5/