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heplots (version 1.7.8)

Visualizing Hypothesis Tests in Multivariate Linear Models

Description

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). It also provides other tools for analysis and graphical display of the models such as robust methods and homogeneity of variance covariance matrices. The related 'candisc' package provides visualizations in a reduced-rank canonical discriminant space when there are more than a few response variables.

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Version

Install

install.packages('heplots')

Monthly Downloads

4,710

Version

1.7.8

License

GPL (>= 2)

Issues

Pull Requests

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Maintainer

Michael Friendly

Last Published

August 18th, 2025

Functions in heplots (1.7.8)

NLSY

National Longitudinal Survey of Youth Data
Oslo

Oslo Transect Subset Data
Probe

Response Speed in a Probe Experiment
Pottery2

Chemical Analysis of Romano-British Pottery
NeuroCog

Neurocognitive Measures in Psychiatric Groups
Plastic

Plastic Film Data
Parenting

Father Parenting Competence
Overdose

Overdose of Amitriptyline
MockJury

Effects Of Physical Attractiveness Upon Mock Jury Decisions
RatWeight

Weight Gain in Rats Exposed to Thiouracil and Thyroxin
RootStock

Growth of Apple Trees from Different Root Stocks
TIPI

Data on the Ten Item Personality Inventory
VocabGrowth

Vocabulary growth data
ReactTime

Reaction Time Data
Sake

Taste Ratings of Japanese Rice Wine (Sake)
SocGrades

Grades in a Sociology Course
SocialCog

Social Cognitive Measures in Psychiatric Groups
Skulls

Egyptian Skulls
WeightLoss

Weight Loss Data
Rohwer

Rohwer Data Set
cross3d

Draw a 3D cross in an rgl scene
df.terms

Find degrees of freedom for model terms
bbox3d

Find the bounding box of a rgl::mesh3d or rgl::qmesh3d object
boxM

Box's M-test
bartlettTests

Bartlett Tests of Homogeneity of Variances
colDevs

Calculate column deviations from central values
covEllipses

Draw classical and robust covariance ellipses for one or more groups
cqplot

Chi Square Quantile-Quantile plots
arrow3d

Draw a 3D Arrow in an RGL Scene
coefplot

Coefficient plots for Multivariate Linear Models
glance.mlm

Glance at an mlm object
ellipse.axes

Draw Axes of a 2D Covariance Ellipse
distancePlot

Distance Plot for Multivariate Model Diagnosis
ellipse.box

Draw Conjugate Axes and Parallelogram Surrounding a Covariance Ellipse
gsorth

Orthogonalize successive columns of a data frame or matrix
etasq

Measures of Partial Association (Eta-squared) for Linear Models
dogfood

Dogfood Preferences
heplot1d

One-Dimensional HE Plots
heplot

Two-Dimensional HE Plots
ellipse3d.axes

Draw axes of a 3D ellipsoid
label.ellipse

Label an ellipse
heplot3d

Three-Dimensional HE Plots
heplots-package

Visualizing Hypothesis Tests in Multivariate Linear Models
leveneTests

Levene Tests of Homogeneity of Variances
interpPlot

Plot an Interpolation Between Two Related Data Sets
mark.H0

Mark a point null hypothesis in an HE plot
heplots-internal

Internal heplots functions
logdetCI

Calculate confidence interval for log determinant of covariance matrices
noteworthy

Find noteworthy (unusual) points in a 2D plot
mathscore

Math scores for basic math and word problems
schoolsites

Schooldata Sites
rel_diff

Relative Difference between two Arrays or Data Frames
peng

Size measurements for penguins near Palmer Station, Antarctica
plot.robmlm

Plot observation weights from a robust multivariate linear models
robmlm

Robust Fitting of Multivariate Linear Models
statList

Calculate statistics for levels of factors
schooldata

School Data
uniStats

Univariate Test Statistics for a Multivariate Linear Model
termMeans

Calculate Means for a Term in a Multivariate Linear Model
trans.colors

Make Colors Transparent
pairs.mlm

Pairwise HE Plots
oral

Effect of Delay in Oral Practice in Second Language Learning
plot.boxM

Plot for Box's M test and generalizations
AddHealth

Adolescent Mental Health Data
Ellipsoid

Draw an Ellipsoid in an rgl Scene
Hernior

Recovery from Elective Herniorrhaphy
Bees

Captive and maltreated bees
FootHead

Head measurements of football players
Diabetes

Diabetes Dataset
Iwasaki_Big_Five

Personality Traits of Cultural Groups
Headache

Treatment of Headache Sufferers for Sensitivity to Noise
Mahalanobis

Classical and Robust Mahalanobis Distances
Adopted

Adopted Children