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Principal Components Analysis of Scalar, Vector, and Mesh Vertex Data

Bowers, Michael, Younes, Laurent
Johns Hopkins
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Please use this identifier to cite or link to this publication: http://hdl.handle.net/10380/3386
New: Prefer using the following doi: https://doi.org/10.54294/loekqj
Published in The Insight Journal - 2012 January-December.
Submitted by Michael Bowers on 2013-08-05 17:32:53.

This document describes a contribution to the Insight Toolkit intended to support the analysis of the principal components of data sets, optionally point data associated with the vertices of a mesh. This paper is accompanied with the source code, input data, parameters and output data that we used for validating the implementation described in this paper. This adheres to the fundamental principle that scientific publications must facilitate reproducibility of the reported results.