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Simple Principal Components Analysis (PCA) and (Multiple) Correspondence Analysis (CA) based on the Singular Value Decomposition (SVD). This package provides S4 classes and methods to compute, extract, summarize and visualize results of multivariate data analysis. It also includes methods for partial bootstrap validation described in Greenacre (1984, ISBN: 978-0-12-299050-2) and Lebart et al. (2006, ISBN: 978-2-10-049616-7).
Version: | 0.10.0 |
Depends: | R (≥ 3.5) |
Imports: | arkhe (≥ 1.8.0), graphics, grDevices, khroma (≥ 1.14.0), methods, utils |
Suggests: | knitr, markdown, rsvg, svglite, tinysnapshot, tinytest |
Published: | 2024-11-08 |
DOI: | 10.32614/CRAN.package.dimensio |
Author: | Nicolas Frerebeau [aut, cre], Jean-Baptiste Fourvel [ctb], Brice Lebrun [ctb] (Logo designer), Université Bordeaux Montaigne [fnd], CNRS [fnd] |
Maintainer: | Nicolas Frerebeau <nicolas.frerebeau at u-bordeaux-montaigne.fr> |
BugReports: | https://github.com/tesselle/dimensio/issues |
License: | GPL (≥ 3) |
URL: | https://packages.tesselle.org/dimensio/, https://github.com/tesselle/dimensio |
NeedsCompilation: | no |
Citation: | dimensio citation info |
Materials: | README NEWS |
CRAN checks: | dimensio results |
Reference manual: | dimensio.pdf |
Vignettes: |
Principal Components Analysis (source, R code) |
Package source: | dimensio_0.10.0.tar.gz |
Windows binaries: | r-devel: dimensio_0.10.0.zip, r-release: dimensio_0.10.0.zip, r-oldrel: dimensio_0.10.0.zip |
macOS binaries: | r-release (arm64): dimensio_0.10.0.tgz, r-oldrel (arm64): dimensio_0.10.0.tgz, r-release (x86_64): dimensio_0.10.0.tgz, r-oldrel (x86_64): dimensio_0.10.0.tgz |
Old sources: | dimensio archive |
Reverse depends: | kairos, nexus |
Reverse imports: | tesselle |
Please use the canonical form https://CRAN.R-project.org/package=dimensio to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.