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An ExPosition of multivariate analysis with the singular value decomposition in R.
Derek Beaton
Cherise R. Chin Fatt
Hervé Abdi
Published in:
Comput. Stat. Data Anal. (2014)
Keyphrases
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singular value decomposition
singular values
least squares
low rank
dimension reduction
latent semantic indexing
principal component analysis
reconstruction error
dimensionality reduction
latent semantic analysis
null space
data matrix
correlation matrix
measurement matrix