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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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| Main Authors: | , |
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| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
2011
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| Fag: | |
| Online adgang: | 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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