Validation in Principal Components Analysis Applied to EEG Data

The well-known multivariate technique Principal Components Analysis (PCA) is usually applied to a sample, and so component scores are subjected to sampling variability. However, few studies address their stability, an important topic when the sample size is small. This work presents three validation...

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Bibliographic Details
Main Authors: João Carlos G. D. Costa, Paulo José G. Da-Silva, Renan Moritz V. R. Almeida, Antonio Fernando C. Infantosi
Format: Article
Language:English
Published: Hindawi Limited 2014-01-01
Series:Computational and Mathematical Methods in Medicine
Online Access:http://dx.doi.org/10.1155/2014/413801