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smacof (version 2.0-0)

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

2.0-0

License

GPL-3

Maintainer

Patrick Mair

Last Published

June 6th, 2019

Functions in smacof (2.0-0)

GOPdtm

Republican Statements
PVQ40

Portrait Value Questionnaire
Duration

Facets of the subjective duration of imagined situations
OCP

Organizational Culture Profile
LawLer

Management Performance Data
EW_ger

Work values
FaceExp

Facial Expression Data
Guerry

Map Dataset France 1830
breakfast

Breakfast preferences
bread

Breakfast preferences
VaziriXu

Visual Object Representations
RockHard

RockHard Ratings
csrranking

CSR activities
dissWeights

Create Weights for Uniform Weighted Distribution
biplotmds

MDS Biplots
bootmds

SMACOF Bootstrap
Plato7

Plato's Seven Works
driftVectors

Asymmetric MDS: Drift Vectors
ekman

Ekman data set
confEllipse

Pseudo Confidence Ellipses
permtest

SMACOF Permutation
crimes

Crime Correlations
morse

Morse Code Confusion Data
indvalues

Schwartz Value Survey
intelligence

Intelligence Tests
morsescales

Morse Code Confusion Scales
helm

Helm's color data
icExplore

Exploring Initial Configurations
winedat

Wine tasting
residuals.smacof

Residuals
sim2diss

Converts similarites to dissimilarities
gravity

Gravity dissimilarities
fitCircle

Fitting circle into point configuration
smacofIndDiff

SMACOF for Individual Differences
smacofConstraint

SMACOF Constraint
plot.smacof

2D SMACOF plots
Procrustes

Procrustean Similarity Transformations
kinshipdelta

Kinship Terms
smacofSym

Symmetric smacof
jackknife

SMACOF Jackknife
wish

Wish dataset
randomstress

Stress Calculation for Random Dissimilarities
partypref

Party preferences
rectangles

Rectangles
stress0

Zero-Iterations Stress
summary.smacofB

S3 methods for smacof
vmu

Vector Model of Unfolding
uniscale

Unidimensional Scaling
unfolding

Nonmetric unfolding
perception

Rectangle Perception Data
trading

Trading data
smacofSphere

Spherical SMACOF
symdecomp

Proximity Matrix Decomposition
torgerson

Torgerson Scaling
stardist

Distances among stars in zodiac signs
transform

Internal Dissimilarity Transformation
CanadaNews

Canadian Newspapers
KIPT

Kennedy Institute Phonics Test