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ExPosition  

Exploratory Analysis with the Singular Value Decomposition
View on CRAN: Click here


Download and install ExPosition package within the R console
Install from CRAN:
install.packages("ExPosition")

Install from Github:
library("remotes")
install_github("cran/ExPosition")

Install by package version:
library("remotes")
install_version("ExPosition", "2.11.0")



Attach the package and use:
library("ExPosition")
Maintained by
Derek Beaton
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2012-06-20
Latest Update: 2025-04-13
Description:
A variety of descriptive multivariate analyses with the singular value decomposition, such as principal components analysis, correspondence analysis, and multidimensional scaling. See An ExPosition of the Singular Value Decomposition in R (Beaton et al 2014) .
How to cite:
Derek Beaton (2012). ExPosition: Exploratory Analysis with the Singular Value Decomposition. R package version 2.11.0, https://cran.r-project.org/web/packages/ExPosition. Accessed 16 Mar. 2026.
Previous versions and publish date:
1.0 (2012-06-20 19:42), 1.1 (2012-07-12 07:39), 2.1.3 (2013-06-15 11:42), 2.8.19 (2013-12-11 01:16), 2.8.23 (2019-01-07 18:00)
Other packages that cited ExPosition R package
View ExPosition citation profile
Other R packages that ExPosition depends, imports, suggests or enhances
Complete documentation for ExPosition
Functions, R codes and Examples using the ExPosition R package
Some associated functions: ExPosition-package . acknowledgements . authors . bada.wine . beer.tasting.notes . beers2007 . caNorm . caSupplementalElementsPreProcessing . calculateConstraints . chi2Dist . coffee.data . computeMW . coreCA . coreMDS . corePCA . createDefaultDesign . designCheck . dica.ad . dica.wine . ep.iris . epCA . epGPCA . epGraphs . epMCA . epMDS . epPCA . expo.scale . faces2005 . french.social . genPDQ . great.beer.tasting.1 . great.beer.tasting.2 . hellingerNorm . hellingerSupplementaryColsPreProcessing . hellingerSupplementaryRowsPreProcessing . jlsr.2010.ad . jocn.2005.fmri . makeDistancesAndWeights . makeNominalData . makeRowProfiles . mca.eigen.fix . mca.wine . mdsSupplementalElementsPreProcessing . mdsTransform . nominalCheck . pause . pca.wine . pcaSupplementaryColsPreProcessing . pcaSupplementaryRowsPreProcessing . pickSVD . print.epCA . print.epGPCA . print.epGraphs . print.epMCA . print.epMDS . print.epPCA . print.epSVD . print.expoOutput . rowNorms . rvCoeff . snps.druguse . supplementalProjection . supplementaryCols . supplementaryRows . wines2007 . wines2012 . words . 
Some associated R codes: acknowledgements.R . benzecri.eigenfix.R . caNorm.R . caSupplementalElementsPreProcessing.R . calculateConstraints.R . chi2Dist.R . computeConstraints.R . computeMW.R . coreCA.R . coreMDS.R . corePCA.R . createDefaultDesign.R . designCheck.R . epCA.R . epGPCA.R . epGraphs.R . epMCA.R . epMDS.R . epOutputHandler.R . epPCA.R . expo.scale.R . genPDQ.R . greenacre.tau.adjust.benzecri.R . hellingerNorm.R . hellingerSupplementaryColsPreProcessing.R . hellingerSupplementaryRowsPreProcessing.R . i.bar.compute.R . isDiagonal.matrix.R . makeDistancesAndWeights.R . makeNominalData.R . makeRowProfiles.R . mca.eigen.fix.R . mdsSupplementalElementsPreProcessing.R . mdsTransform.R . nominalCheck.R . pause.R . pcaSupplementaryColsPreProcessing.R . pcaSupplementaryRowsPreProcessing.R . pickSVD.R . print.epCA.R . print.epGPCA.R . print.epGraphs.R . print.epMCA.R . print.epMDS.R . print.epPCA.R . print.epSVD.R . print.expoOutput.R . rowNorms.R . rvCoeff.R . sqrt.mat.R . supplementalProjection.R . supplementaryCols.R . supplementaryRows.R .  Full ExPosition package functions and examples
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