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smacof  

Multidimensional Scaling
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("smacof", "2.1-7")



Attach the package and use:
library("smacof")
Maintained by
Patrick Mair
[Scholar Profile | Author Map]
First Published: 2008-05-26
Latest Update: 2024-03-01
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.
How to cite:
Patrick Mair (2008). smacof: Multidimensional Scaling. R package version 2.1-7, https://cran.r-project.org/web/packages/smacof. Accessed 21 Apr. 2025.
Previous versions and publish date:
0.9-0 (2008-05-26 08:51), 0.9-1 (2008-12-13 11:30), 0.9-2 (2008-12-17 18:24), 0.9-3 (2009-02-07 15:21), 0.9-5 (2009-03-10 11:43), 0.9-6 (2009-05-17 18:20), 1.0-0 (2009-08-01 15:32), 1.0-1 (2010-04-09 19:30), 1.1-0 (2011-01-28 08:27), 1.1-3 (2011-03-16 21:03), 1.2-0 (2011-05-26 23:16), 1.2-1 (2011-11-29 17:49), 1.2-3 (2013-12-03 17:50), 1.5-0 (2014-06-23 21:01), 1.6-2 (2015-01-27 09:12), 1.7-0 (2015-08-10 09:21), 1.8-10 (2016-02-02 15:55), 1.8-13 (2016-04-22 13:10), 1.9-6 (2017-05-11 19:07), 1.10-5 (2018-03-20 11:02), 1.10-8 (2018-06-14 20:06), 2.0-0 (2019-06-06 12:19), 2.1-0 (2020-03-03 17:34), 2.1-1 (2020-06-29 21:39), 2.1-2 (2021-02-15 12:03), 2.1-3 (2021-07-20 10:58), 2.1-5 (2022-05-06 09:04), 2.1-6 (2024-03-01 18:47)
Other packages that cited smacof R package
View smacof citation profile
Other R packages that smacof depends, imports, suggests or enhances
Complete documentation for smacof
Functions, R codes and Examples using the smacof R package
Some associated functions: CanadaNews . Duration . EW_ger . FaceExp . GOPdtm . Guerry . Guttman1991 . KIPT . Lawler . OCP . PVQ40 . Plato7 . Procrustes . RockHard . VaziriXu . biplotmds.smacof . bootmds.smacofB . breakfast . confEllipse.smacofID . crimes . dissWeights . driftVectors . ekman . fitCircle . gravity . helm . icExplore . indvalues . intelligence . jackknife.smacofB . kinshipdelta . morse . morsescales . partypref . perception . permtest.smacof . randomstress . rectangles . residuals.smacof . sim2diss . smacofIndDiff . smacofRect . smacofSphere . smacofSym . stardist . stress0 . summary.smacofB . svm_mdsplot . symdecomp . torgerson . transform . uniscale . vmu . wish . 
Some associated R codes: Procrustes.R . appendList.R . biplotmds.R . biplotmds.smacof.R . bmat.R . bootmds.R . bootmds.smacofB.R . checkdiss.R . confEllipse.R . deleteOne.R . dhatRowUpdate.R . dissWeights.R . distRect.R . driftVectors.R . ellipseutil.R . fitCircle.R . gravity.R . icExplore.R . idioscal.R . indscal.R . initConf.R . initWeights.R . inverseUtilities.R . jackknife.R . jackknife.smacofB.R . mds.R . monregP.R . monregS.R . monregT.R . myGenInv.R . nextperm.R . nnlsPred.R . normDiss.R . normDissN.R . pavasmacof.R . permtest.R . permtest.smacof.R . permtest.smacofR.R . plot.confell.R . plot.driftvec.R . plot.icexplore.R . plot.mdsbi.R . plot.procr.R . plot.smacof.R . plot.smacofJK.R . plot.smacofPerm.R . plot.smacofR.R . plot.smacofboot.R . plot.uniscale.R . plot.vmu.R . print.driftvec.R . print.icexplore.R . print.procr.R . print.smacofB.R . print.smacofID.R . print.smacofJK.R . print.smacofPerm.R . print.smacofR.R . print.smacofSP.R . print.smacofboot.R . print.uniscale.R . print.vmu.R . procrustus.R . projCircle.R . pstress.R . randomstress.R . repList.R . residuals.smacof.R . residuals.smacofID.R . residuals.smacofR.R . sim2diss.R . smacofConstraint.R . smacofIndDiff.R . smacofRect.R . smacofSphere.R . smacofSym.R . sphereProj.R . splineSetUp.R . spp.R . stress0.R . strucprep.R . sumList.R . summary.smacofB.R . summary.smacofID.R . summary.smacofR.R . summary.smacofSP.R . svm_mdsplot.R . symdecomp.R . torgerson.R . transPrep.R . transform.R . unfolding.R . uniscale.R . updext.R . vecAsDist.R . vmat.R . vmu.R .  Full smacof package functions and examples
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