Functional principal components analysis by choice of norm
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Publication:1969082
DOI10.1006/jmva.1999.1844zbMath0944.62059OpenAlexW2119360572MaRDI QIDQ1969082
Mariano J. Valderrama, Francisco A. Ocaña, Ana M. Aguilera
Publication date: 26 September 2000
Published in: Journal of Multivariate Analysis (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1006/jmva.1999.1844
Factor analysis and principal components; correspondence analysis (62H25) Hilbert and pre-Hilbert spaces: geometry and topology (including spaces with semidefinite inner product) (46C05) Applications of functional analysis in probability theory and statistics (46N30)
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Cites Work
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- Some properties of smoothed principal components analysis for functional data
- Asymptotic theory for the principal component analysis of a vector random function: Some applications to statistical inference
- Functional data analysis
- Smoothed functional principal components analysis by choice of norm
- A Functional Data Analysis of the Pinch Force of Human Fingers
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