heplots: Visualizing Hypothesis Tests in Multivariate Linear Models

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.

AuthorJohn Fox [aut], Michael Friendly [aut, cre], Georges Monette [ctb]
Date of publication2016-11-20 17:25:36
MaintainerMichael Friendly <friendly@yorku.ca>
LicenseGPL (>= 2)
Version1.3-4
http://datavis.ca/R/index.php#heplots

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

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

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