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On properties of functional principal components analysis

✍ Scribed by Peter Hall; Mohammad Hosseini-Nasab

Book ID: 111038920
Publisher: Blackwell Publishing
Year: 2006
Tongue: English
Weight: 229 KB
Volume: 68
Category: Article
ISSN: 0952-8385
DOI: 10.1111/j.1467-9868.2005.00535.x

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## Abstract We describe a principal component analysis (PCA) method for functional magnetic resonance imaging (fMRI) data based on functional data analysis, an advanced nonparametric approach. The data delivered by the fMRI scans are viewed as continuous functions of time sampled at the interscan i