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smacof (version 2.1-6)

Multidimensional Scaling

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.

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Version

Install

install.packages('smacof')

Monthly Downloads

3,430

Version

2.1-6

License

GPL-3

Maintainer

Patrick Mair

Last Published

March 1st, 2024

Functions in smacof (2.1-6)

FaceExp

Facial Expression Data
CanadaNews

Canadian Newspapers
bread

Breakfast preferences
crimes

Crime Correlations
bootmds

SMACOF Bootstrap
csrranking

CSR activities
driftVectors

Asymmetric MDS: Drift Vectors
dissWeights

Create Weights for Uniform Weighted Distribution
indvalues

Schwartz Value Survey
VaziriXu

Visual Object Representations
icExplore

Exploring Initial Configurations
biplotmds

MDS Biplots
Duration

Facets of the subjective duration of imagined situations
intelligence

Intelligence Tests
randomstress

Stress Calculation for Random Dissimilarities
RockHard

RockHard Ratings
plot.smacof

2D SMACOF plots
Procrustes

Procrustean Similarity Transformations
ekman

Ekman data set
partypref

Party preferences
smacofSphere

Spherical SMACOF
stress0

Zero-Iterations Stress
gravity

Gravity dissimilarities
smacofSym

Symmetric smacof
fitCircle

Fitting circle into point configuration
permtest

SMACOF Permutation
morse

Morse Code Confusion Data
trading

Trading data
stardist

Distances among stars in zodiac signs
rectangles

Rectangles
kinshipdelta

Kinship Terms
perception

Rectangle Perception Data
unfolding

Nonmetric unfolding
morsescales

Morse Code Confusion Scales
smacofIndDiff

SMACOF for Individual Differences
helm

Helm's color data
summary.smacofB

S3 methods for smacof
jackmds

SMACOF Jackknife
transform

Internal Dissimilarity Transformation
residuals.smacof

Residuals
symdecomp

Proximity Matrix Decomposition
torgerson

Torgerson Scaling
uniscale

Unidimensional Scaling
sim2diss

Converts similarites to dissimilarities
smacofConstraint

SMACOF Constraint
vmu

Vector Model of Unfolding
wish

Wish dataset
winedat

Wine tasting
svm_mdsplot

Support Vector Machine MDS
Guerry

Map Dataset France 1830
OCP

Organizational Culture Profile
LawLer

Management Performance Data
Plato7

Plato's Seven Works
EW_ger

Work values
Guttman1991

Guttman's Intelligence Facets
PVQ40

Portrait Value Questionnaire
KIPT

Kennedy Institute Phonics Test
confEllipse

Pseudo Confidence Ellipses
breakfast

Breakfast preferences
GOPdtm

Republican Statements