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smacof (version 2.1-7)

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

5,351

Version

2.1-7

License

GPL-3

Maintainer

Last Published

October 10th, 2024

Functions in smacof (2.1-7)

biplotmds

MDS Biplots
gravity

Gravity dissimilarities
bread

Breakfast preferences
helm

Helm's color data
csrranking

CSR activities
crimes

Crime Correlations
ekman

Ekman data set
fitCircle

Fitting circle into point configuration
morsescales

Morse Code Confusion Scales
plot.smacof

2D SMACOF plots
driftVectors

Asymmetric MDS: Drift Vectors
indvalues

Schwartz Value Survey
kinshipdelta

Kinship Terms
randomstress

Stress Calculation for Random Dissimilarities
icExplore

Exploring Initial Configurations
partypref

Party preferences
perception

Rectangle Perception Data
intelligence

Intelligence Tests
dissWeights

Create Weights for Uniform Weighted Distribution
jackmds

SMACOF Jackknife
morse

Morse Code Confusion Data
rectangles

Rectangles
residuals.smacof

Residuals
stardist

Distances among stars in zodiac signs
smacofSphere

Spherical SMACOF
permtest

SMACOF Permutation
smacofSym

Symmetric smacof
sim2diss

Converts similarites to dissimilarities
torgerson

Torgerson Scaling
symdecomp

Proximity Matrix Decomposition
smacofConstraint

SMACOF Constraint
stress0

Zero-Iterations Stress
summary.smacofB

S3 methods for smacof
winedat

Wine tasting
wish

Wish dataset
svm_mdsplot

Support Vector Machine MDS
uniscale

Unidimensional Scaling
smacofIndDiff

SMACOF for Individual Differences
unfolding

Nonmetric unfolding
trading

Trading data
transform

Internal Dissimilarity Transformation
vmu

Vector Model of Unfolding
EW_ger

Work values
Guttman1991

Guttman's Intelligence Facets
Guerry

Map Dataset France 1830
PVQ40

Portrait Value Questionnaire
confEllipse

Pseudo Confidence Ellipses
FaceExp

Facial Expression Data
OCP

Organizational Culture Profile
CanadaNews

Canadian Newspapers
breakfast

Breakfast preferences
VaziriXu

Visual Object Representations
LawLer

Management Performance Data
Duration

Facets of the subjective duration of imagined situations
GOPdtm

Republican Statements
Procrustes

Procrustean Similarity Transformations
bootmds

SMACOF Bootstrap
RockHard

RockHard Ratings
KIPT

Kennedy Institute Phonics Test
Plato7

Plato's Seven Works