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smacof (version 2.1-3)

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

3,881

Version

2.1-3

License

GPL-3

Maintainer

Patrick Mair

Last Published

July 20th, 2021

Functions in smacof (2.1-3)

Guttman1991

Guttman's Intelligence Facets
EW_ger

Work values
KIPT

Kennedy Institute Phonics Test
GOPdtm

Republican Statements
CanadaNews

Canadian Newspapers
Guerry

Map Dataset France 1830
Duration

Facets of the subjective duration of imagined situations
OCP

Organizational Culture Profile
LawLer

Management Performance Data
VaziriXu

Visual Object Representations
FaceExp

Facial Expression Data
Procrustes

Procrustean Similarity Transformations
ekman

Ekman data set
fitCircle

Fitting circle into point configuration
bread

Breakfast preferences
plot.smacof

2D SMACOF plots
icExplore

Exploring Initial Configurations
bootmds

SMACOF Bootstrap
driftVectors

Asymmetric MDS: Drift Vectors
biplotmds

MDS Biplots
helm

Helm's color data
gravity

Gravity dissimilarities
PVQ40

Portrait Value Questionnaire
Plato7

Plato's Seven Works
kinshipdelta

Kinship Terms
dissWeights

Create Weights for Uniform Weighted Distribution
RockHard

RockHard Ratings
intelligence

Intelligence Tests
indvalues

Schwartz Value Survey
stress0

Zero-Iterations Stress
jackmds

SMACOF Jackknife
stardist

Distances among stars in zodiac signs
morse

Morse Code Confusion Data
randomstress

Stress Calculation for Random Dissimilarities
svm_mdsplot

Support Vector Machine MDS
uniscale

Unidimensional Scaling
smacofConstraint

SMACOF Constraint
summary.smacofB

S3 methods for smacof
symdecomp

Proximity Matrix Decomposition
sim2diss

Converts similarites to dissimilarities
smacofIndDiff

SMACOF for Individual Differences
breakfast

Breakfast preferences
confEllipse

Pseudo Confidence Ellipses
crimes

Crime Correlations
smacofSphere

Spherical SMACOF
trading

Trading data
csrranking

CSR activities
perception

Rectangle Perception Data
torgerson

Torgerson Scaling
permtest

SMACOF Permutation
smacofSym

Symmetric smacof
transform

Internal Dissimilarity Transformation
morsescales

Morse Code Confusion Scales
unfolding

Nonmetric unfolding
vmu

Vector Model of Unfolding
partypref

Party preferences
winedat

Wine tasting
rectangles

Rectangles
wish

Wish dataset
residuals.smacof

Residuals