Exploratory Analysis with the Singular Value Decomposition
Overview
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) doi:10.1016/j.csda.2013.11.006.
Install
Health
- OK13 OK2026-08-05
- NOTE12 OK, 1 NOTE2026-08-01
- OK14 OK2026-03-10
Documentation
- Help pages
- 66includes a package overview page
- Examples that run
- 100%8 run in a plain check
- Exported functions with examples
- 19%
- Documented parameters
- 97%
- Return-value docs
- 79%
- Help pages citing references
- 41%
Downloads
Repository
- PRs merged (all time)
- 50%
- Median days to close, 50 most recently updated closed issues
- 1,019
- Median days to close, 50 most recently updated closed PRs
- 710
Stars over time
Forks over time
Issues over time
PRs over time
3 development-tooling and community-health practices detected across 3 families in the upstream repository
Checks run against github.com/derekbeaton/exposition1 on 2026-10-21.
GitHub Pages site last deployed 2025-04-12
Dependencies
Installing ExPosition adds 1 package (0 with compiled code, 21 KB of source tarballs). Heaviest: prettyGraphs 21 KB.
Code & Tests
Datasets
People & History
Pick two releases to compare their code metrics.
- RR 4.6.0 released · 2026-04-24
- 2.11.0Latest2025-04-13 · current release · diff ↗ ·
removed 2 exports
epGPCA, print.epGPCAadded 1 export
sqrt_mat - RR 4.5.0 released · 2025-04-11
- RR 4.4.0 released · 2024-04-24
- RR 4.3.0 released · 2023-04-21
- RR 4.2.0 released · 2022-04-22
- RR 4.1.0 released · 2021-05-18
- RR 4.0.0 released · 2020-04-24
- RR 3.6.0 released · 2019-04-26
- 2.8.232019-01-07 · diff ↗
- RR 3.5.0 released · 2018-04-23
- RR 3.4.0 released · 2017-04-21
- RR 3.3.0 released · 2016-05-03
- RR 3.2.0 released · 2015-04-16
- RR 3.1.0 released · 2014-04-10
- 2.8.192013-12-11 · diff ↗ ·
added 7 exports
makeRowProfiles, pickSVD, genPDQ, rowNorms, hellingerNorm, caNorm, coreMDS
Show 5 earlier eventsHide 5 earlier events
- 2.1.32013-06-15 · diff ↗ ·
added 13 exports
supplementaryRows, supplementaryCols, supplementalProjection, pcaSupplementaryColsPreProcessing, pcaSupplementaryRowsPreProcessing, mdsSupplementalElementsPreProcessing, mdsTransform, nominalCheck, caSupplementalElementsPreProcessing, chi2Dist, expo.scale, rvCoeff, acknowledgements - RR 3.0.0 released · 2013-04-03
- 1.12012-07-12 · diff ↗
- 1.02012-06-20
- RR 2.15.0 released · 2012-03-30
Package metadata
- First published
- 2012-06-20
- Total releases
- 6 / 14 yrs
- License
- GPL-2 OSI
- Bundled data
- 18 KB / 20 files
- Download size
- 79 KB
Cite
Cite this package
Run in R for the authors' entry:
citation("ExPosition")The package provides a citation file, so citation() returns the authors' own entry.
It points to 10.1016/j.csda.2013.11.006.
Cite the R Observatory
For a number measured here: a download total, a coverage figure, an archival date.
From data release v2026-10-23, which the citation names so these numbers can be found later. More on citing and the projects behind them.