CRAN/E | smacof

smacof

Multidimensional Scaling

Installation

About

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.

Citation smacof citation info

Key Metrics

Version 2.1-6
R ≥ 3.5.0
Published 2024-03-01 57 days ago
Needs compilation? yes
License GPL-3
CRAN checks smacof results

Downloads

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Maintainer

Maintainer

Patrick Mair

mair@fas.harvard.edu

Authors

Patrick Mair

aut / cre

Jan De Leeuw

aut

Patrick J. F. Groenen

aut

Ingwer Borg

ctb

Material

NEWS
Reference manual
Package source

In Views

Psychometrics

Vignettes

MDS in a Nutshell
Unfolding in a Nutshell
SMACOF2 Package Vignette

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

smacof archive

Depends

R ≥ 3.5.0
plotrix
colorspace
e1071

Imports

graphics
stats
polynom
Hmisc
nnls
grDevices
MASS
weights
ellipse
wordcloud
candisc
parallel
foreach
doParallel

Suggests

knitr
prefmod
MPsychoR
calibrate
ggplot2
rmarkdown

Reverse Depends

cops
FreeSortR
mdsOpt
smacofx
stops

Reverse Imports

AnthropMMD
asymmetry
ecoregime
fmdu
mappoly
MDSMap
networktools
onemap

Reverse Suggests

dyndimred
ecotraj
FCPS
sarp.snowprofile.alignment
seriation