Implements the following approaches for multidimensional scaling (MDS) based on stress minimization using majorization (smacof): ratio/interval/ordinal/spline MDS on symmetric dissimilarity matrices, MDS with external constraints on the configuration, individual differences scaling (idioscal, indscal), MDS with spherical restrictions, and ratio/interval/ordinal/spline unfolding (circular restrictions, row-conditional). Various tools and extensions like jackknife MDS, bootstrap MDS, permutation tests, MDS biplots, gravity models, unidimensional scaling, drift vectors (asymmetric MDS), classical scaling, and Procrustes are implemented as well.
| Version: | 2.1-7 |
| Depends: | R (≥ 3.5.0), plotrix, colorspace, e1071 |
| Imports: | graphics, stats, polynom, Hmisc, nnls, grDevices, MASS, weights, ellipse, wordcloud, parallel, foreach, doParallel |
| Suggests: | knitr, prefmod, MPsychoR, calibrate, ggplot2, rmarkdown |
| Published: | 2024-10-10 |
| DOI: | 10.32614/CRAN.package.smacof |
| Author: | Patrick Mair [aut, cre], Jan De Leeuw [aut], Patrick J. F. Groenen [aut], Ingwer Borg [ctb] |
| Maintainer: | Patrick Mair <mair at fas.harvard.edu> |
| License: | GPL-3 |
| NeedsCompilation: | yes |
| Citation: | smacof citation info |
| Materials: | NEWS |
| In views: | Psychometrics |
| CRAN checks: | smacof results |
| Reference manual: | smacof.html , smacof.pdf |
| Vignettes: |
MDS in a Nutshell (source, R code) Unfolding in a Nutshell (source, R code) SMACOF2 Package Vignette (source, R code) |
| Package source: | smacof_2.1-7.tar.gz |
| Windows binaries: | r-devel: smacof_2.1-7.zip, r-release: smacof_2.1-7.zip, r-oldrel: smacof_2.1-7.zip |
| macOS binaries: | r-release (arm64): smacof_2.1-7.tgz, r-oldrel (arm64): smacof_2.1-7.tgz, r-release (x86_64): smacof_2.1-7.tgz, r-oldrel (x86_64): smacof_2.1-7.tgz |
| Old sources: | smacof archive |
| Reverse depends: | FreeSortR, mdsOpt, smacofx |
| Reverse imports: | AnthropMMD, asymmetry, ConsRankClass, cops, CytoMDS, ecoregime, fmdu, mappoly, MDSMap, networktools, nzilbb.vowels, onemap, stops |
| Reverse suggests: | dyndimred, ecotraj, FCPS, optiSel, polykde, sarp.snowprofile.alignment, seriation |
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