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smacof (version 1.8-13)

Multidimensional Scaling

Description

Provides the following approaches for multidimensional scaling (MDS) based on stress minimization by means of majorization (smacof): basic MDS on symmetric dissimilarity matrices, MDS with external constraints on the configuration, individual difference scaling (idioscal, indscal, and friends), MDS with spherical restrictions, and unfolding. The MDS type can be ratio, interval, ordinal, and monotone splines. Various tools and extensions like jackknife MDS, permutation tests, gravity models, inverse MDS, unidimensional scaling, classical scaling, and Procrustes.

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Version

Install

install.packages('smacof')

Monthly Downloads

3,430

Version

1.8-13

License

GPL-3

Maintainer

Patrick Mair

Last Published

April 22nd, 2016

Functions in smacof (1.8-13)

jackknife

SMACOF Jackknife
permtest

SMACOF Permutation
Plato7

Plato's Seven Works
smacofSym

Symmetric smacof
Guerry

Map Dataset France 1830
breakfast

Breakfast preferences
wish_ger

Wish dataset
Procrustes

Procrustean Similarity Transformations
smacofSphere

Spherical SMACOF
EW_ger

Work values
summary.smacofB

S3 methods for smacof
helm

Helm's color data
ekman

Ekman data set
inverseMDS

Inverse MDS
symdecomp

Proximity Matrix Decomposition
perception

Rectangle Perception Data
residuals.smacof

Residuals
OCP

Organizational Culture Profile
morsescales

Morse Code Confusion Scales
Duration

Facets of the subjective duration of imagined situations
PVQ40

Portrait Value Questionnaire
sim2diss

Converts similarites to dissimilarities
driftVectors

Asymmetric MDS: Drift Vectors
fitCircle

Fitting circle into point configuration
randomstress

Stress Calculation for Random Dissimilarities
smacofRect

Rectangular smacof
LawLer

Management Performance Data
partypref

Party preferences
dissWeights

Create Weights for Uniform Weighted Distribution
morse

Morse Code Confusion Data
stardist

Distances among stars in zodiac signs
GOPdtm

Republican Statements
biplotmds

MDS Biplots
indvalues

Individual Psychological Values
uniscale

Unidimensional Scaling
intelligence

Intelligence Tests
gravity

Gravity dissimilarities
kinshipdelta

Kinship Terms
RockHard

RockHard Ratings
smacofIndDiff

SMACOF for Individual Differences
rectangles

Rectangles
torgerson

Torgerson Scaling