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smacof (version 2.1-5)

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

5,345

Version

2.1-5

License

GPL-3

Maintainer

Patrick Mair

Last Published

May 6th, 2022

Functions in smacof (2.1-5)

PVQ40

Portrait Value Questionnaire
biplotmds

MDS Biplots
VaziriXu

Visual Object Representations
gravity

Gravity dissimilarities
helm

Helm's color data
breakfast

Breakfast preferences
intelligence

Intelligence Tests
driftVectors

Asymmetric MDS: Drift Vectors
dissWeights

Create Weights for Uniform Weighted Distribution
confEllipse

Pseudo Confidence Ellipses
morsescales

Morse Code Confusion Scales
bootmds

SMACOF Bootstrap
smacofSphere

Spherical SMACOF
Guerry

Map Dataset France 1830
jackmds

SMACOF Jackknife
bread

Breakfast preferences
icExplore

Exploring Initial Configurations
csrranking

CSR activities
plot.smacof

2D SMACOF plots
sim2diss

Converts similarites to dissimilarities
randomstress

Stress Calculation for Random Dissimilarities
indvalues

Schwartz Value Survey
crimes

Crime Correlations
smacofConstraint

SMACOF Constraint
smacofSym

Symmetric smacof
Procrustes

Procrustean Similarity Transformations
uniscale

Unidimensional Scaling
Plato7

Plato's Seven Works
winedat

Wine tasting
unfolding

Nonmetric unfolding
partypref

Party preferences
vmu

Vector Model of Unfolding
smacofIndDiff

SMACOF for Individual Differences
RockHard

RockHard Ratings
wish

Wish dataset
symdecomp

Proximity Matrix Decomposition
ekman

Ekman data set
fitCircle

Fitting circle into point configuration
kinshipdelta

Kinship Terms
torgerson

Torgerson Scaling
permtest

SMACOF Permutation
transform

Internal Dissimilarity Transformation
residuals.smacof

Residuals
summary.smacofB

S3 methods for smacof
trading

Trading data
stardist

Distances among stars in zodiac signs
rectangles

Rectangles
perception

Rectangle Perception Data
morse

Morse Code Confusion Data
stress0

Zero-Iterations Stress
svm_mdsplot

Support Vector Machine MDS
FaceExp

Facial Expression Data
CanadaNews

Canadian Newspapers
EW_ger

Work values
OCP

Organizational Culture Profile
KIPT

Kennedy Institute Phonics Test
Guttman1991

Guttman's Intelligence Facets
GOPdtm

Republican Statements
LawLer

Management Performance Data
Duration

Facets of the subjective duration of imagined situations