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heplots (version 1.3-7)

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

1.3-7

License

GPL (>= 2)

Maintainer

Michael Friendly

Last Published

October 28th, 2020

Functions in heplots (1.3-7)

Bees

Captive and maltreated bees
AddHealth

Adolescent Health Data
MockJury

Effects Of Physical Attractiveness Upon Mock Jury Decisions
FootHead

Head measurements of football players
Mahalanobis

Classical and Robust Mahalanobis Distances
Diabetes

Diabetes Dataset
Adopted

Adopted Children
Headache

Treatment of Headache Sufferers for Sensitivity to Noise
NLSY

National Longitudinal Survey of Youth Data
Hernior

Recovery from Elective Herniorrhaphy
Parenting

Father Parenting Competence
Oslo

Oslo Transect Subset Data
Rohwer

Rohwer Data Set
NeuroCog

Neurocognitive Measures in Psychiatric Groups
Sake

Taste Ratings of Japanese Rice Wine (Sake)
arrow3d

Draw a 3D Arrow in an RGL Scene
Plastic

Plastic Film Data
bartlettTests

Bartlett Tests of Homogeneity of Variances
Pottery2

Chemical Analysis of Romano-British Pottery
RatWeight

Weight Gain in Rats Exposed to Thiouracil and Thyroxin
Probe

Response Speed in a Probe Experiment
SocGrades

Grades in a Sociology Course
Skulls

Egyptian Skulls
ReactTime

Reaction Time Data
heplot

Two-Dimensional HE Plots
boxM

Box's M-test
etasq

Measures of Partial Association (Eta-squared) for Linear Models
plot.boxM

Plot for Box's M test and generalizations
pairs.mlm

Pairwise HE Plots
ellipse3d.axes

Draw axes of a 3D ellipsoid
cqplot

Chi Square Quantile-Quantile plots
coefplot

Coefficient plots for Multivariate Linear Models
VocabGrowth

Vocabulary growth data
WeightLoss

Weight Loss Data
RootStock

Growth of Apple Trees from Different Root Stocks
SocialCog

Social Cognitive Measures in Psychiatric Groups
colDevs

Calculate column deviations from central values
covEllipses

Draw classical and robust covariance ellipses for one or more groups
mark.H0

Mark a point null hypothesis in an HE plot
cross3d

Draw a 3D cross in an rgl scene
gsorth

Orthogonalize successive columns of a data frame or matrix
heplots-package

Visualizing Hypothesis Tests in Multivariate Linear Models
termMeans

Calculate Means for a Term in a Multivariate Linear Model
heplot1d

One-Dimensional HE Plots
heplot3d

Three-Dimensional HE Plots
label.ellipse

Label an ellipse
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
leveneTests

Levene Tests of Homogeneity of Variances
robmlm

Robust Fitting of Multivariate Linear Models
schooldata

School Data
logdetCI

Calculate confidence interval for log determinant of covariance matrices
mathscore

Math scores for basic math and word problems
trans.colors

Make Colors Transparent
statList

Calculate statistics for levels of factors