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Some theoretical properties of Silverman's method for Smoothed functional principal component analysis

Principal component analysis (PCA) is one of the key techniques in functional data analysis. One important feature of functional PCA is that there is a need for smoothing or regularizing of the estimated principal component curves. Silverman's method for smoothed functional principal component...

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Bibliographic Details
Main Authors: Qi, Xin, Zhao, Hongyu
Format: Artigo
Language:Inglês
Published: 2011
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC3079282/
https://ncbi.nlm.nih.gov/pubmed/21516205
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jmva.2010.12.001
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