candisc: Visualizing Generalized Canonical Discriminant and Canonical Correlation Analysis
Version 0.7-2

Functions for computing and visualizing generalized canonical discriminant analyses and canonical correlation analysis for a multivariate linear model. Traditional canonical discriminant analysis is restricted to a one-way 'MANOVA' design and is equivalent to canonical correlation analysis between a set of quantitative response variables and a set of dummy variables coded from the factor variable. The 'candisc' package generalizes this to higher-way 'MANOVA' designs for all factors in a multivariate linear model, computing canonical scores and vectors for each term. The graphic functions provide low-rank (1D, 2D, 3D) visualizations of terms in an 'mlm' via the 'plot.candisc' and 'heplot.candisc' methods. Related plots are now provided for canonical correlation analysis when all predictors are quantitative.

AuthorMichael Friendly [aut, cre], John Fox [aut]
Date of publication2016-11-11 00:07:23
MaintainerMichael Friendly <friendly@yorku.ca>
LicenseGPL (>= 2)
Version0.7-2
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("candisc")

Getting started

Package overview

Popular man pages

cancor: Canonical Correlation Analysis
candiscList: Canonical discriminant analyses
candisc-package: Visualizing Generalized Canonical Discriminant and Canonical...
Grass: Yields from Nitrogen nutrition of grass species
HSB: High School and Beyond Data
redundancy: Canonical Redundancy Analysis
Wilks: Wilks Lambda Tests for Canonical Correlations
See all...

All man pages Function index File listing

Man pages

cancor: Canonical Correlation Analysis
candisc: Canonical discriminant analysis
candiscList: Canonical discriminant analyses
candisc-package: Visualizing Generalized Canonical Discriminant and Canonical...
can_lm: Transform a Multivariate Linear model mlm to a Canonical...
dataIndex: Indices of observations in a model data frame
Grass: Yields from Nitrogen nutrition of grass species
heplot.cancor: Canonical Correlation HE plots
heplot.candisc: Canonical Discriminant HE plots
heplot.candiscList: Canonical Discriminant HE plots
HSB: High School and Beyond Data
plot.cancor: Canonical Correlation Plots
redundancy: Canonical Redundancy Analysis
varOrder: Order variables according to canonical structure or other...
vecscale: Scale vectors to fill the current plot
vectors: Draw Labeled Vectors in 2D or 3D
Wilks: Wilks Lambda Tests for Canonical Correlations
Wine: Chemical composition of three cultivars of wine
Wolves: Wolf skulls

Functions

Grass Man page
HSB Man page
Var Source code
Wilks Man page Source code
Wilks.cancor Man page Source code
Wilks.candisc Man page Source code
Wine Man page
Wolves Man page
arrows Source code
can.scores Source code
can.structure Source code
can_lm Man page Source code
cancor Man page Source code
cancor.default Man page Source code
cancor.formula Man page Source code
candisc Man page Source code
candisc-package Man page
candisc.mlm Man page Source code
candiscList Man page Source code
candiscList.mlm Man page Source code
canrsqTable Source code
coef.cancor Man page Source code
coef.candisc Man page Source code
dataIndex Man page Source code
default.arg Source code
gensvd Source code
heplot.cancor Man page Source code
heplot.candisc Man page Source code
heplot.candiscList Man page Source code
heplot3d.cancor Man page Source code
heplot3d.candisc Man page Source code
heplot3d.candiscList Man page Source code
mlm2can Source code
plot.cancor Man page Source code
plot.candisc Man page Source code
plot.candiscList Man page Source code
predictor.names Source code
predictor.names.default Source code
print.cancor Man page Source code
print.cancor.redundancy Man page Source code
print.candisc Man page Source code
print.candiscList Man page Source code
redundancy Man page Source code
scores Man page Source code
scores.cancor Man page Source code
seqWilks Source code
stars Source code
summary.cancor Man page Source code
summary.candisc Man page Source code
summary.candiscList Man page Source code
varOrder Man page Source code
varOrder.data.frame Man page Source code
varOrder.default Source code
varOrder.mlm Man page Source code
vecscale Man page Source code
vectors Man page Source code
vectors3d Man page Source code

Files

NAMESPACE
demo
demo/painters.R
demo/00Index
NEWS
data
data/Wolves.rda
data/Grass.rda
data/HSB.rda
data/Wine.RData
R
R/plot.candisc.R
R/plot.cancor.R
R/redundancy.R
R/can_lm.R
R/cancor.R
R/candisc.R
R/heplot.cancor.R
R/vectors.R
R/dataIndex.R
R/vectors3d.R
R/candiscList.R
R/Wilks.cancor.R
R/heplot.candisc.R
R/mlm2can.R
R/heplot3d.cancor.R
R/varOrder.R
R/vecscale.R
MD5
DESCRIPTION
man
man/Wolves.Rd
man/vectors.Rd
man/candisc.Rd
man/dataIndex.Rd
man/heplot.candisc.Rd
man/redundancy.Rd
man/candiscList.Rd
man/vecscale.Rd
man/varOrder.Rd
man/Wilks.Rd
man/Wine.Rd
man/can_lm.Rd
man/plot.cancor.Rd
man/candisc-package.Rd
man/Grass.Rd
man/HSB.Rd
man/heplot.cancor.Rd
man/cancor.Rd
man/heplot.candiscList.Rd
candisc documentation built on May 20, 2017, 12:39 a.m.

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