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ThreeWay (version 1.1.3)

Three-Way Component Analysis

Description

Component analysis for three-way data arrays by means of Candecomp/Parafac, Tucker3, Tucker2 and Tucker1 models.

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Version

Install

install.packages('ThreeWay')

Monthly Downloads

628

Version

1.1.3

License

GPL (>= 2)

Maintainer

Paolo Giordani

Last Published

September 7th, 2015

Functions in ThreeWay (1.1.3)

T2

Interactive Tucker2 analysis
TV

TV data
jointplotgen

Jointplots
Cc

Columnwise centering of a matrix
ccmat

Columns concatenation
Bus

Bus data
SUM

Summary
bootstrapCP

Bootstrap percentile intervals for CANDECOMP/PARAFAC
Kinship

Kinship terms data
CPdimensionalityplot

Plot fit of Candecomp/Parafac
T2runsApproxFit

Approximated Tucker2 solutions
T3funcrep

Algorithm for the Tucker3 model
T3runsApproxFit

Approximated Tucker3 solutions
bootstrapT3

Bootstrap percentile intervals for Tucker3
ord

Order
T3func

Algorithm for the Tucker3 model
T3

Interactive Tucker3 analysis
T3fitpartitioning

Fit of each entity per mode
T2func

Algorithm for the Tucker2 model
normvari

Normalized varimax rotation
DimSelector

Convex Hull procedure
T3dimensionalityplot

Plot fit of Tucker3
CPrunsFit

Candecomp/Parafac solutions
CPfuncrep

Algorithm for the Candecomp/Parafac (CP) model
orth

Orthonormalization of a matrix
CPfunc

Algorithm for the Candecomp/Parafac (CP) model
supermat

Matrix unfolding
norm3

Normalization of a matricized array
cent3

Centering of a matricized array
phi

Phi coefficient
LineCon

Middle point location
T2funcrep

Algorithm for the Tucker2 model
percentile95

95% percentile intervals
meaudret

Meaudret data
splithalfT3

Split-Half Analysis
renormsolCP

Scaling of the Candecomp/Parafac solution
pcamean

PCA of the mean matrix
rarray

Array reconstruction
permnew

Permutation of a matricized array
orthmax2

Orthomax Rotation
CPfitpartitioning

Fit of each entity per mode
pcasup1

PCASup Analysis
tr

Trace
pcasup2

PCASup Analysis
threewayanova

Three-way ANOVA
varimcoco

Varimax Rotation for Tucker3 and Tucker2
renormsolT3

Renormalization of the Tucker3 (and Tucker2) solution
varim

Varimax roation
splithalfCP

Split-Half Analysis
T1

Interactive Tucker1 analysis
pcasup3

PCASup Analysis
CP

Interactive Candecomp/Parafac analysis
nrm2

Columnwise normalization of a matrix
perms

Permutation
T1runsFit

Tucker1 solutions