ThreeWay: Three-Way Component Analysis

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

Author
Maria Antonietta Del Ferraro, Henk A.L. Kiers, Paolo Giordani
Date of publication
2015-09-07 10:22:29
Maintainer
Paolo Giordani <paolo.giordani@uniroma1.it>
License
GPL (>= 2)
Version
1.1.3

View on CRAN

Man pages

bootstrapCP
Bootstrap percentile intervals for CANDECOMP/PARAFAC
bootstrapT3
Bootstrap percentile intervals for Tucker3
Bus
Bus data
Cc
Columnwise centering of a matrix
ccmat
Columns concatenation
cent3
Centering of a matricized array
CP
Interactive Candecomp/Parafac analysis
CPdimensionalityplot
Plot fit of Candecomp/Parafac
CPfitpartitioning
Fit of each entity per mode
CPfunc
Algorithm for the Candecomp/Parafac (CP) model
CPfuncrep
Algorithm for the Candecomp/Parafac (CP) model
CPrunsFit
Candecomp/Parafac solutions
DimSelector
Convex Hull procedure
jointplotgen
Jointplots
Kinship
Kinship terms data
LineCon
Middle point location
meaudret
Meaudret data
norm3
Normalization of a matricized array
normvari
Normalized varimax rotation
nrm2
Columnwise normalization of a matrix
ord
Order
orth
Orthonormalization of a matrix
orthmax2
Orthomax Rotation
pcamean
PCA of the mean matrix
pcasup1
PCASup Analysis
pcasup2
PCASup Analysis
pcasup3
PCASup Analysis
percentile95
95% percentile intervals
permnew
Permutation of a matricized array
perms
Permutation
phi
Phi coefficient
rarray
Array reconstruction
renormsolCP
Scaling of the Candecomp/Parafac solution
renormsolT3
Renormalization of the Tucker3 (and Tucker2) solution
splithalfCP
Split-Half Analysis
splithalfT3
Split-Half Analysis
SUM
Summary
supermat
Matrix unfolding
T1
Interactive Tucker1 analysis
T1runsFit
Tucker1 solutions
T2
Interactive Tucker2 analysis
T2func
Algorithm for the Tucker2 model
T2funcrep
Algorithm for the Tucker2 model
T2runsApproxFit
Approximated Tucker2 solutions
T3
Interactive Tucker3 analysis
T3dimensionalityplot
Plot fit of Tucker3
T3fitpartitioning
Fit of each entity per mode
T3func
Algorithm for the Tucker3 model
T3funcrep
Algorithm for the Tucker3 model
T3runsApproxFit
Approximated Tucker3 solutions
threewayanova
Three-way ANOVA
tr
Trace
TV
TV data
varim
Varimax roation
varimcoco
Varimax Rotation for Tucker3 and Tucker2

Files in this package

ThreeWay
ThreeWay/inst
ThreeWay/inst/CITATION
ThreeWay/NAMESPACE
ThreeWay/data
ThreeWay/data/TV.rda
ThreeWay/data/Bus.rda
ThreeWay/data/meaudret.rda
ThreeWay/data/Kinship.rda
ThreeWay/R
ThreeWay/R/CPfuncrep.R
ThreeWay/R/CPfunc.R
ThreeWay/R/phi.R
ThreeWay/R/supermat.R
ThreeWay/R/T2.R
ThreeWay/R/T3runsApproxFit.R
ThreeWay/R/T1.R
ThreeWay/R/splithalfCP.R
ThreeWay/R/CPfitpartitioning.R
ThreeWay/R/varim.R
ThreeWay/R/cent3.R
ThreeWay/R/T3dimensionalityplot.R
ThreeWay/R/CP.R
ThreeWay/R/T3.R
ThreeWay/R/threewayanova.R
ThreeWay/R/T3fitpartitioning.R
ThreeWay/R/renormsolT3.R
ThreeWay/R/T2runsApproxFit.R
ThreeWay/R/T3funcrep.R
ThreeWay/R/pcamean.R
ThreeWay/R/T3func.R
ThreeWay/R/renormsolCP.R
ThreeWay/R/T2func.R
ThreeWay/R/CPrunsFit.R
ThreeWay/R/LineCon.R
ThreeWay/R/bootstrapCP.R
ThreeWay/R/orthmax2.R
ThreeWay/R/rarray.R
ThreeWay/R/splithalfT3.R
ThreeWay/R/SUM.R
ThreeWay/R/normvari.R
ThreeWay/R/jointplotgen.R
ThreeWay/R/T2funcrep.R
ThreeWay/R/CPdimensionalityplot.R
ThreeWay/R/orth.R
ThreeWay/R/nrm2.R
ThreeWay/R/tr.R
ThreeWay/R/ord.R
ThreeWay/R/T1runsFit.R
ThreeWay/R/Cc.R
ThreeWay/R/DimSelector.R
ThreeWay/R/pcasup1.R
ThreeWay/R/perms.R
ThreeWay/R/pcasup3.R
ThreeWay/R/ccmat.R
ThreeWay/R/percentile95.R
ThreeWay/R/pcasup2.R
ThreeWay/R/permnew.R
ThreeWay/R/varimcoco.R
ThreeWay/R/bootstrapT3.R
ThreeWay/R/norm3.R
ThreeWay/MD5
ThreeWay/DESCRIPTION
ThreeWay/man
ThreeWay/man/Cc.Rd
ThreeWay/man/percentile95.Rd
ThreeWay/man/supermat.Rd
ThreeWay/man/Bus.Rd
ThreeWay/man/pcasup2.Rd
ThreeWay/man/T2funcrep.Rd
ThreeWay/man/meaudret.Rd
ThreeWay/man/T3funcrep.Rd
ThreeWay/man/bootstrapT3.Rd
ThreeWay/man/T3runsApproxFit.Rd
ThreeWay/man/SUM.Rd
ThreeWay/man/T1.Rd
ThreeWay/man/pcasup3.Rd
ThreeWay/man/renormsolT3.Rd
ThreeWay/man/pcasup1.Rd
ThreeWay/man/ccmat.Rd
ThreeWay/man/orth.Rd
ThreeWay/man/T2func.Rd
ThreeWay/man/T3func.Rd
ThreeWay/man/T3fitpartitioning.Rd
ThreeWay/man/norm3.Rd
ThreeWay/man/CPfunc.Rd
ThreeWay/man/CPdimensionalityplot.Rd
ThreeWay/man/ord.Rd
ThreeWay/man/orthmax2.Rd
ThreeWay/man/jointplotgen.Rd
ThreeWay/man/T1runsFit.Rd
ThreeWay/man/CPrunsFit.Rd
ThreeWay/man/Kinship.Rd
ThreeWay/man/CPfuncrep.Rd
ThreeWay/man/renormsolCP.Rd
ThreeWay/man/T2.Rd
ThreeWay/man/T3.Rd
ThreeWay/man/bootstrapCP.Rd
ThreeWay/man/varimcoco.Rd
ThreeWay/man/splithalfT3.Rd
ThreeWay/man/T2runsApproxFit.Rd
ThreeWay/man/permnew.Rd
ThreeWay/man/DimSelector.Rd
ThreeWay/man/threewayanova.Rd
ThreeWay/man/T3dimensionalityplot.Rd
ThreeWay/man/perms.Rd
ThreeWay/man/splithalfCP.Rd
ThreeWay/man/CP.Rd
ThreeWay/man/LineCon.Rd
ThreeWay/man/cent3.Rd
ThreeWay/man/phi.Rd
ThreeWay/man/normvari.Rd
ThreeWay/man/nrm2.Rd
ThreeWay/man/tr.Rd
ThreeWay/man/CPfitpartitioning.Rd
ThreeWay/man/rarray.Rd
ThreeWay/man/TV.Rd
ThreeWay/man/varim.Rd
ThreeWay/man/pcamean.Rd