heplots: Visualizing Hypothesis Tests in Multivariate Linear Models

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Provides HE plot and other functions for visualizing hypothesis tests in multivariate linear models. HE plots represent sums-of-squares-and- products matrices for linear hypotheses and for error using ellipses (in two dimensions) and ellipsoids (in three dimensions). The related 'candisc' package provides visualizations in a reduced-rank canonical discriminant space when there are more than a few response variables.

Author
John Fox [aut], Michael Friendly [aut, cre], Georges Monette [ctb]
Date of publication
2016-11-20 17:25:36
Maintainer
Michael Friendly <friendly@yorku.ca>
License
GPL (>= 2)
Version
1.3-4
URLs

View on R-Forge

Man pages

AddHealth
Adolescent Health Data
Adopted
Adopted Children
arrow3d
Draw a 3D Arrow in an RGL Scene
bartlettTests
Bartlett Tests of Homogeneity of Variances
Bees
Captive and maltreated bees
boxM
Box's M-test
coefplot
Coefficient plots for Multivariate Linear Models
colDevs
Calculate column deviations from central values
covEllipses
Draw classical and robust covariance ellipses for one or more...
cqplot
Chi Square Quantile-Quantile plots
cross3d
Draw a 3D cross in an rgl scene
Diabetes
Diabetes Dataset
ellipse3d.axes
Draw axes of a 3D ellipsoid
etasq
Measures of Partial Association (Eta-squared) for Linear...
FootHead
Head measurements of football players
gsorth
Orthogonalize successive columns of a data frame or matrix
Headache
Treatment of Headache Sufferers for Sensitivity to Noise
heplot
Two-Dimensional HE Plots
heplot1d
One-Dimensional HE Plots
heplot3d
Three-Dimensional HE Plots
heplot-package
Visualizing Hypothesis Tests in Multivariate Linear Models
heplots-internal
Internal heplots functions
Hernior
Recovery from Elective Herniorrhaphy
interpPlot
Plot an Interpolation Between Two Related Data Sets
label.ellipse
Label an ellipse
leveneTests
Levene Tests of Homogeneity of Variances
logdetCI
Calculate confidence interval for log determinant of...
Mahalanobis
Classical and Robust Mahalanobis Distances
mark.H0
Mark a point null hypothesis in an HE plot
MockJury
Effects Of Physical Attractiveness Upon Mock Jury Decisions
NeuroCog
Neurocognitive Measures in Psychiatric Groups
NLSY
National Longitudinal Survey of Youth Data
Oslo
Oslo Transect Subset Data
pairs.mlm
Pairwise HE Plots
Parenting
Father Parenting Competance
Plastic
Plastic Film Data
plot.boxM
Plot for Box's M test and generalizations
plot.robmlm
Plot observation weights from a robust multivariate linear...
Pottery2
Chemical Analysis of Romano-British Pottery
Probe
Response Speed in a Probe Experiment
RatWeight
Weight Gain in Rats Exposed to Thiouracil and Thyroxin
ReactTime
Reaction Time Data
robmlm
Robust Fitting of Multivariate Linear Models
Rohwer
Rohwer Data Set
RootStock
Growth of Apple Trees from Different Root Stocks
Sake
Taste Ratings of Japanese Rice Wine (Sake)
schooldata
School Data
Skulls
Egyptian Skulls
SocGrades
Grades in a Sociology Course
SocialCog
Social Cognitive Measures in Psychiatric Groups
statList
Calculate statistics for levels of factors
termMeans
Calculate Means for a Term in a Multivariate Linear Model
trans.colors
Make Colors Transparent
VocabGrowth
Vocabulary growth data
WeightLoss
Weight Loss Data

Files in this package

heplots/.Rinstignore
heplots/DESCRIPTION
heplots/NAMESPACE
heplots/NEWS
heplots/R
heplots/R/Mahalanobis.R
heplots/R/arrow3d.R
heplots/R/bartlettTests.R
heplots/R/boxM.R
heplots/R/coefplot.mlm.R
heplots/R/colDevs.R
heplots/R/covEllipses.R
heplots/R/cqplot.R
heplots/R/cross3d.R
heplots/R/ellipse3d.axes.R
heplots/R/etasq.R
heplots/R/gsorth.R
heplots/R/heplot.R
heplots/R/heplot1d.R
heplots/R/heplot3d.R
heplots/R/interpPlot.R
heplots/R/label.ellipse.R
heplots/R/leveneTests.R
heplots/R/logdetCI.R
heplots/R/mark.H0.R
heplots/R/pairs.mlm.R
heplots/R/plot.boxM.R
heplots/R/plot.robmlm.R
heplots/R/robmlm.R
heplots/R/statList.R
heplots/R/termInfo.R
heplots/R/termMeans.R
heplots/R/trans.colors.R
heplots/R/utility-car.R
heplots/R/utility.R
heplots/build
heplots/build/vignette.rds
heplots/data
heplots/data/AddHealth.RData
heplots/data/Adopted.RData
heplots/data/Bees.rda
heplots/data/Diabetes.RData
heplots/data/FootHead.rda
heplots/data/Headache.RData
heplots/data/Hernior.RData
heplots/data/MockJury.RData
heplots/data/NLSY.RData
heplots/data/NeuroCog.RData
heplots/data/Oslo.RData
heplots/data/Parenting.RData
heplots/data/Plastic.rda
heplots/data/Pottery2.RData
heplots/data/Probe1.RData
heplots/data/Probe2.RData
heplots/data/RatWeight.RData
heplots/data/ReactTime.RData
heplots/data/Rohwer.rda
heplots/data/RootStock.rda
heplots/data/Sake.RData
heplots/data/Skulls.RData
heplots/data/SocGrades.RData
heplots/data/SocialCog.RData
heplots/data/VocabGrowth.rda
heplots/data/WeightLoss.RData
heplots/data/schooldata.RData
heplots/demo
heplots/demo/00Index
heplots/demo/Big5.R
heplots/demo/HE-other.R
heplots/demo/OBK.R
heplots/demo/bees.contrasts.R
heplots/inst
heplots/inst/CITATION
heplots/inst/doc
heplots/inst/doc/HE-examples.R
heplots/inst/doc/HE-examples.Rnw
heplots/inst/doc/HE-examples.pdf
heplots/inst/doc/repeated.R
heplots/inst/doc/repeated.Rnw
heplots/inst/doc/repeated.pdf
heplots/man
heplots/man/AddHealth.Rd
heplots/man/Adopted.Rd
heplots/man/Bees.Rd
heplots/man/Diabetes.Rd
heplots/man/FootHead.Rd
heplots/man/Headache.Rd
heplots/man/Hernior.Rd
heplots/man/Mahalanobis.Rd
heplots/man/MockJury.Rd
heplots/man/NLSY.Rd
heplots/man/NeuroCog.Rd
heplots/man/Oslo.Rd
heplots/man/Parenting.Rd
heplots/man/Plastic.Rd
heplots/man/Pottery2.Rd
heplots/man/Probe.Rd
heplots/man/RatWeight.Rd
heplots/man/ReactTime.Rd
heplots/man/Rohwer.Rd
heplots/man/RootStock.Rd
heplots/man/Sake.Rd
heplots/man/Skulls.Rd
heplots/man/SocGrades.Rd
heplots/man/SocialCog.Rd
heplots/man/VocabGrowth.Rd
heplots/man/WeightLoss.Rd
heplots/man/arrow3d.Rd
heplots/man/bartlettTests.Rd
heplots/man/boxM.Rd
heplots/man/coefplot.Rd
heplots/man/colDevs.Rd
heplots/man/covEllipses.Rd
heplots/man/cqplot.Rd
heplots/man/cross3d.Rd
heplots/man/ellipse3d.axes.Rd
heplots/man/etasq.Rd
heplots/man/gsorth.Rd
heplots/man/heplot-package.Rd
heplots/man/heplot.Rd
heplots/man/heplot1d.Rd
heplots/man/heplot3d.Rd
heplots/man/heplots-internal.Rd
heplots/man/interpPlot.Rd
heplots/man/label.ellipse.Rd
heplots/man/leveneTests.Rd
heplots/man/logdetCI.Rd
heplots/man/mark.H0.Rd
heplots/man/pairs.mlm.Rd
heplots/man/plot.boxM.Rd
heplots/man/plot.robmlm.Rd
heplots/man/robmlm.Rd
heplots/man/schooldata.Rd
heplots/man/statList.Rd
heplots/man/termMeans.Rd
heplots/man/trans.colors.Rd
heplots/vignettes
heplots/vignettes/HE-examples.Rnw
heplots/vignettes/HE-examples.bib
heplots/vignettes/fig
heplots/vignettes/fig/plot-Ortho-fm1.pdf
heplots/vignettes/fig/plot-Ortho-fm3.pdf
heplots/vignettes/fig/plot-grades-can-class.pdf
heplots/vignettes/fig/plot-grades-can-gpa.pdf
heplots/vignettes/fig/plot-grades-can-sex.pdf
heplots/vignettes/fig/plot-grades-mod3-pairs.pdf
heplots/vignettes/fig/plot-grades-pairs.pdf
heplots/vignettes/fig/plot-hern-can-age.pdf
heplots/vignettes/fig/plot-hern-can-build.pdf
heplots/vignettes/fig/plot-hern-can-cardiac.pdf
heplots/vignettes/fig/plot-hern-can-pstat.pdf
heplots/vignettes/fig/plot-hern-pairs.pdf
heplots/vignettes/fig/plot-jury-can1.pdf
heplots/vignettes/fig/plot-jury-can1a.pdf
heplots/vignettes/fig/plot-jury-mod1-HE.pdf
heplots/vignettes/fig/plot-jury-mod1-pairs.pdf
heplots/vignettes/fig/plot-jury-mod2-HE.pdf
heplots/vignettes/fig/plot-jury-mod3-eff.pdf
heplots/vignettes/fig/plot-jury.can1.pdf
heplots/vignettes/fig/plot-obk-HE1.pdf
heplots/vignettes/fig/plot-obk-HE2.pdf
heplots/vignettes/fig/plot-obk-HE3.pdf
heplots/vignettes/fig/plot-obk2-HE1.pdf
heplots/vignettes/fig/plot-obk2-HE2.pdf
heplots/vignettes/fig/plot-ortho-HE.pdf
heplots/vignettes/fig/plot-ortho-nonlin-HE.pdf
heplots/vignettes/fig/plot-ortho-xyplot1.pdf
heplots/vignettes/fig/plot-ortho-xyplot2.pdf
heplots/vignettes/fig/plot-plastic1.pdf
heplots/vignettes/fig/plot-plastic2.pdf
heplots/vignettes/fig/plot-rohwer-HE1.pdf
heplots/vignettes/fig/plot-rohwer-HE2.pdf
heplots/vignettes/fig/plot-rohwer-HE3.pdf
heplots/vignettes/fig/plot-rohwer-HE4.pdf
heplots/vignettes/fig/plot-skulls-HE-pairs.pdf
heplots/vignettes/fig/plot-skulls-bwplot.pdf
heplots/vignettes/fig/plot-skulls-can2.pdf
heplots/vignettes/fig/plot-skulls4.pdf
heplots/vignettes/fig/plot-voc1.pdf
heplots/vignettes/fig/plot-voc4.pdf
heplots/vignettes/fig/plot-voc8.pdf
heplots/vignettes/fig/plot-wl-HE1.pdf
heplots/vignettes/fig/plot-wl-HE2.pdf
heplots/vignettes/fig/plot-wl-HE3.pdf
heplots/vignettes/fig/plot-wl-means.pdf
heplots/vignettes/fig/rohwer-HE3D.pdf
heplots/vignettes/grades-HE3D.png
heplots/vignettes/plastic1-HE3D.jpg
heplots/vignettes/plot-plastic1.pdf
heplots/vignettes/repeated.Rnw
heplots/vignettes/repeated.bib
heplots/vignettes/rohwer-HE3D.png
heplots/vignettes/skulls.jpg