onlinePCA: Online Principal Component Analysis

Online PCA for multivariate and functional data using perturbation methods, low-rank incremental methods, and stochastic optimization methods.

Version: 1.3.2
Depends: R (≥ 3.0.2), RSpectra
Imports: Rcpp (≥ 0.11.4), splines, stats
LinkingTo: Rcpp, RcppArmadillo
Published: 2023-11-15
DOI: 10.32614/CRAN.package.onlinePCA
Author: David Degras [aut, cre], Herve Cardot [ctb]
Maintainer: David Degras <ddegrasv at>
License: GPL-3
NeedsCompilation: yes
Materials: NEWS
CRAN checks: onlinePCA results


Reference manual: onlinePCA.pdf


Package source: onlinePCA_1.3.2.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): onlinePCA_1.3.2.tgz, r-oldrel (arm64): onlinePCA_1.3.2.tgz, r-release (x86_64): onlinePCA_1.3.2.tgz, r-oldrel (x86_64): onlinePCA_1.3.2.tgz
Old sources: onlinePCA archive


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