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smacof (version 1.10-8)

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, inverse MDS, 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

1.10-8

License

GPL-3

Maintainer

Patrick Mair

Last Published

June 14th, 2018

Functions in smacof (1.10-8)

LawLer

Management Performance Data
Duration

Facets of the subjective duration of imagined situations
bread

Breakfast preferences
RockHard

RockHard Ratings
VaziriXu

Visual Object Representations
bootmds

SMACOF Bootstrap
helm

Helm's color data
biplotmds

MDS Biplots
gravity

Gravity dissimilarities
jackknife

SMACOF Jackknife
breakfast

Breakfast preferences
Plato7

Plato's Seven Works
smacofSym

Symmetric smacof
EW_ger

Work values
inverseMDS

Inverse MDS
kinshipdelta

Kinship Terms
morse

Morse Code Confusion Data
intelligence

Intelligence Tests
Procrustes

Procrustean Similarity Transformations
FaceExp

Facial Expression Data
crimes

Crime Correlations
morsescales

Morse Code Confusion Scales
stardist

Distances among stars in zodiac signs
wish

Wish dataset
csrranking

CSR activities
ekman

Ekman data set
fitCircle

Fitting circle into point configuration
dissWeights

Create Weights for Uniform Weighted Distribution
permtest

SMACOF Permutation
plot.smacof

2D SMACOF plots
driftVectors

Asymmetric MDS: Drift Vectors
stress0

Zero-Iterations Stress
summary.smacofB

S3 methods for smacof
torgerson

Torgerson Scaling
smacofIndDiff

SMACOF for Individual Differences
smacofConstraint

SMACOF Constraint
symdecomp

Proximity Matrix Decomposition
uniscale

Unidimensional Scaling
winedat

Wine tasting
rectangles

Rectangles
residuals.smacof

Residuals
randomstress

Stress Calculation for Random Dissimilarities
sim2diss

Converts similarites to dissimilarities
icExplore

Exploring Initial Configurations
indvalues

Individual Psychological Values
partypref

Party preferences
smacofSphere

Spherical SMACOF
perception

Rectangle Perception Data
unfolding

Nonmetric unfolding
trading

Trading data
transform

Internal Dissimilarity Transformation
KIPT

Kennedy Institute Phonics Test
GOPdtm

Republican Statements
OCP

Organizational Culture Profile
PVQ40

Portrait Value Questionnaire
Guerry

Map Dataset France 1830
CanadaNews

Canadian Newspapers