multigroup: Multigroup Data Analysis

Several functions are presented in order to study data in a group structure, where the same set of variables are measured on different groups of individuals.

Author
Aida Eslami, El Mostafa Qannari, Stephanie Bougeard, Gaston Sanchez Questions and comments go to Aida Eslami <aida.eslami@yahoo.fr> and Stephanie Bougeard <stephanie.bougeard@anses.fr>
Date of publication
2015-03-11 07:53:38
Maintainer
Aida Eslami <aida.eslami@yahoo.fr>
License
GPL-3
Version
0.4.4

View on CRAN

Man pages

BGC
Between Group Comparison
DCCSWA
Dual Common Component and Specific Weights Analysis
deflation
Deflation
DGPA
Dual Generalized Procrustes Analysis
DSTATIS
Dual STATIS
FCPCA
Flury's Common Principal Component Analysis
iteraite_fun_Iter
Iteration function
loadingsplot
loadings plot
loadingsplotXY
loadings plot of X and Y
mbmgPCA
multiblock and multigroup Principal Component Analysis
mgPCA
Multigroup Principal Component Analysis
mgPLS
Multigroup Partial Least Squares Regression
multigroup
multigroup: methods for multigroup data analysis
normM
Normalize function for a matrix
normv
Normalize function for a vector
oliveoil
Sensory and physico-chemical data of olive oils
plot.mg
Plots for multigroup objects
prepare_data
Preparing data
project
Project operatior
scoreplot
Score plot for multigroup data
select_initial_Iter
Selection of initial values
similarity_function
similarity function
similarity_noncum
Non cumulative similarity function
summarize
Summary
TBWvariance
Total, within- and between-group variances
Trace
trace of a matrix
transfer_Group
Transter function
wine
Wine data

Files in this package

multigroup
multigroup/NAMESPACE
multigroup/data
multigroup/data/oliveoil.rda
multigroup/data/wine.rda
multigroup/R
multigroup/R/loadingsplot.R
multigroup/R/deflation.R
multigroup/R/project.R
multigroup/R/DSTATIS.R
multigroup/R/multigroup.R
multigroup/R/DCCSWA.R
multigroup/R/check.R
multigroup/R/select_initial_Iter.R
multigroup/R/plot.mg.R
multigroup/R/mgPLS.R
multigroup/R/Trace.R
multigroup/R/NCsimilarity.R
multigroup/R/scoreplot.R
multigroup/R/iteraite_fun_Iter.R
multigroup/R/summarize.R
multigroup/R/loadingsplotXY.R
multigroup/R/prepare_data.R
multigroup/R/BGC.R
multigroup/R/transfer_Group.R
multigroup/R/TBWvariance.R
multigroup/R/DGPA.R
multigroup/R/FCPCA.R
multigroup/R/similarity.R
multigroup/R/normM.R
multigroup/R/mgPCA.R
multigroup/R/normv.R
multigroup/R/mbmgPCA.R
multigroup/MD5
multigroup/DESCRIPTION
multigroup/man
multigroup/man/loadingsplot.Rd
multigroup/man/mgPLS.Rd
multigroup/man/summarize.Rd
multigroup/man/normM.Rd
multigroup/man/similarity_function.Rd
multigroup/man/wine.Rd
multigroup/man/iteraite_fun_Iter.Rd
multigroup/man/BGC.Rd
multigroup/man/similarity_noncum.Rd
multigroup/man/prepare_data.Rd
multigroup/man/mgPCA.Rd
multigroup/man/oliveoil.Rd
multigroup/man/Trace.Rd
multigroup/man/deflation.Rd
multigroup/man/scoreplot.Rd
multigroup/man/mbmgPCA.Rd
multigroup/man/project.Rd
multigroup/man/transfer_Group.Rd
multigroup/man/normv.Rd
multigroup/man/DCCSWA.Rd
multigroup/man/DSTATIS.Rd
multigroup/man/DGPA.Rd
multigroup/man/select_initial_Iter.Rd
multigroup/man/plot.mg.Rd
multigroup/man/TBWvariance.Rd
multigroup/man/loadingsplotXY.Rd
multigroup/man/multigroup.Rd
multigroup/man/FCPCA.Rd