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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
Version
1.1.3
1.1.2
1.1.1
1.0
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Install
install.packages('ThreeWay')
Monthly Downloads
526
Version
1.1.3
License
GPL (>= 2)
Maintainer
Paolo Giordani
Last Published
September 7th, 2015
Functions in ThreeWay (1.1.3)
Search functions
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