heplots v1.3-5

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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.

Functions in heplots

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

Name
fig/plot-Ortho-fm1.pdf
fig/plot-Ortho-fm3.pdf
fig/plot-grades-can-class.pdf
fig/plot-grades-can-gpa.pdf
fig/plot-grades-can-sex.pdf
fig/plot-grades-mod3-pairs.pdf
fig/plot-grades-pairs.pdf
fig/plot-hern-can-age.pdf
fig/plot-hern-can-build.pdf
fig/plot-hern-can-cardiac.pdf
fig/plot-hern-can-pstat.pdf
fig/plot-hern-pairs.pdf
fig/plot-jury-can1.pdf
fig/plot-jury-can1a.pdf
fig/plot-jury-mod1-HE.pdf
fig/plot-jury-mod1-pairs.pdf
fig/plot-jury-mod2-HE.pdf
fig/plot-jury-mod3-eff.pdf
fig/plot-jury.can1.pdf
fig/plot-obk-HE1.pdf
fig/plot-obk-HE2.pdf
fig/plot-obk-HE3.pdf
fig/plot-obk2-HE1.pdf
fig/plot-obk2-HE2.pdf
fig/plot-ortho-HE.pdf
fig/plot-ortho-nonlin-HE.pdf
fig/plot-ortho-xyplot1.pdf
fig/plot-ortho-xyplot2.pdf
fig/plot-plastic1.pdf
fig/plot-plastic2.pdf
fig/plot-rohwer-HE1.pdf
fig/plot-rohwer-HE2.pdf
fig/plot-rohwer-HE3.pdf
fig/plot-rohwer-HE4.pdf
fig/plot-skulls-HE-pairs.pdf
fig/plot-skulls-bwplot.pdf
fig/plot-skulls-can2.pdf
fig/plot-skulls4.pdf
fig/plot-voc1.pdf
fig/plot-voc4.pdf
fig/plot-voc8.pdf
fig/plot-wl-HE1.pdf
fig/plot-wl-HE2.pdf
fig/plot-wl-HE3.pdf
fig/plot-wl-means.pdf
fig/rohwer-HE3D.pdf
HE-examples.Rnw
HE-examples.bib
grades-HE3D.png
plastic1-HE3D.jpg
plot-plastic1.pdf
repeated.Rnw
repeated.bib
rohwer-HE3D.png
skulls.jpg
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Last month downloads

Details

Type Package
Date 2018-04-02
LazyLoad yes
LazyData yes
BugReports https://github.com/friendly/heplots/issues
License GPL (>= 2)
URL http://datavis.ca/R/index.php#heplots
RoxygenNote 5.0.1
NeedsCompilation no
Packaged 2018-04-03 16:40:10 UTC; Friendly
Repository CRAN
Date/Publication 2018-04-03 21:03:19 UTC

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