Skip to content

smacof

Multidimensional Scaling

v2.1-7 · Oct 10, 2024 · GPL-3

Description

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.

Downloads

6.8K

Last 30 days

1490th

18.8K

Last 90 days

103.5K

Last year

Trend: +14.5% (30d vs prior 30d)

CRAN Check Status

14 OK
Show all 14 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Reverse Dependencies (23)

Dependency Network

Dependencies Reverse dependencies plotrix colorspace e1071 polynom Hmisc nnls MASS weights ellipse wordcloud foreach doParallel FreeSortR mdsOpt smacofx AnthropMMD ConsRankClass MDSMap asymmetry cops ecoregime fmdu mappoly networktools nzilbb.vowels onemap pams +8 more reverse deps smacof

Version History

new 2.1-7 Mar 10, 2026
updated 2.1-7 ← 2.1-6 diff Oct 9, 2024
updated 2.1-6 ← 2.1-5 diff Feb 29, 2024
updated 2.1-5 ← 2.1-3 diff May 5, 2022
updated 2.1-3 ← 2.1-2 diff Jul 19, 2021
updated 2.1-2 ← 2.1-1 diff Feb 14, 2021
updated 2.1-1 ← 2.1-0 diff Jun 28, 2020
updated 2.1-0 ← 2.0-0 diff Mar 2, 2020
updated 2.0-0 ← 1.10-8 diff Jun 5, 2019
updated 1.10-8 ← 1.10-5 diff Jun 13, 2018
updated 1.10-5 ← 1.9-6 diff Mar 19, 2018
updated 1.9-6 ← 1.8-13 diff May 10, 2017
updated 1.8-13 ← 1.8-10 diff Apr 21, 2016
updated 1.8-10 ← 1.7-0 diff Feb 1, 2016
updated 1.7-0 ← 1.6-2 diff Aug 9, 2015
updated 1.6-2 ← 1.5-0 diff Jan 26, 2015
updated 1.5-0 ← 1.2-3 diff Jun 22, 2014
updated 1.2-3 ← 1.2-1 diff Dec 2, 2013
updated 1.2-1 ← 1.2-0 diff Nov 28, 2011
updated 1.2-0 ← 1.1-3 diff May 25, 2011