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heplots (version 1.4-2)

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). 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

6,175

Version

1.4-2

License

GPL (>= 2)

Maintainer

Michael Friendly

Last Published

October 19th, 2022

Functions in heplots (1.4-2)

AddHealth

Adolescent Health Data
FootHead

Head measurements of football players
Iwasaki_Big_Five

Personality Traits of Cultural Groups
Bees

Captive and maltreated bees
NLSY

National Longitudinal Survey of Youth Data
ReactTime

Reaction Time Data
Rohwer

Rohwer Data Set
Diabetes

Diabetes Dataset
NeuroCog

Neurocognitive Measures in Psychiatric Groups
Mahalanobis

Classical and Robust Mahalanobis Distances
MockJury

Effects Of Physical Attractiveness Upon Mock Jury Decisions
SocialCog

Social Cognitive Measures in Psychiatric Groups
glance.mlm

Glance at an mlm object
RootStock

Growth of Apple Trees from Different Root Stocks
Probe

Response Speed in a Probe Experiment
TIPI

Data on the Ten Item Personality Inventory
Sake

Taste Ratings of Japanese Rice Wine (Sake)
Headache

Treatment of Headache Sufferers for Sensitivity to Noise
RatWeight

Weight Gain in Rats Exposed to Thiouracil and Thyroxin
Adopted

Adopted Children
Oslo

Oslo Transect Subset Data
gsorth

Orthogonalize successive columns of a data frame or matrix
Parenting

Father Parenting Competence
cqplot

Chi Square Quantile-Quantile plots
Skulls

Egyptian Skulls
Plastic

Plastic Film Data
cross3d

Draw a 3D cross in an rgl scene
SocGrades

Grades in a Sociology Course
heplots-package

Visualizing Hypothesis Tests in Multivariate Linear Models
heplot

Two-Dimensional HE Plots
Pottery2

Chemical Analysis of Romano-British Pottery
arrow3d

Draw a 3D Arrow in an RGL Scene
bartlettTests

Bartlett Tests of Homogeneity of Variances
boxM

Box's M-test
logdetCI

Calculate confidence interval for log determinant of covariance matrices
VocabGrowth

Vocabulary growth data
mark.H0

Mark a point null hypothesis in an HE plot
heplot1d

One-Dimensional HE Plots
coefplot

Coefficient plots for Multivariate Linear Models
heplot3d

Three-Dimensional HE Plots
WeightLoss

Weight Loss Data
trans.colors

Make Colors Transparent
colDevs

Calculate column deviations from central values
covEllipses

Draw classical and robust covariance ellipses for one or more groups
plot.boxM

Plot for Box's M test and generalizations
ellipse3d.axes

Draw axes of a 3D ellipsoid
heplots-internal

Internal heplots functions
interpPlot

Plot an Interpolation Between Two Related Data Sets
plot.robmlm

Plot observation weights from a robust multivariate linear models
label.ellipse

Label an ellipse
etasq

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

Math scores for basic math and word problems
leveneTests

Levene Tests of Homogeneity of Variances
robmlm

Robust Fitting of Multivariate Linear Models
pairs.mlm

Pairwise HE Plots
statList

Calculate statistics for levels of factors
termMeans

Calculate Means for a Term in a Multivariate Linear Model
schooldata

School Data
Hernior

Recovery from Elective Herniorrhaphy