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heplots (version 1.3-1)

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

1.3-1

License

GPL (>= 2)

Maintainer

Michael Friendly

Last Published

June 14th, 2016

Functions in heplots (1.3-1)

bartlettTests

Bartlett Tests of Homogeneity of Variances
etasq

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

Captive and maltreated bees
cross3d

Draw a 3D cross in an rgl scene
boxM

Box's M-test
ellipse3d.axes

Draw axes of a 3D ellipsoid
FootHead

Head measurements of football players
AddHealth

Adolescent Health Data
coefplot

Coefficient plots for Multivariate Linear Models
Adopted

Adopted Children
Headache

Treatment of Headache Sufferers for Sensitivity to Noise
heplot3d

Three-Dimensional HE Plots
heplot1d

One-Dimensional HE Plots
heplot

Two-Dimensional HE Plots
Hernior

Recovery from Elective Herniorrhaphy
label.ellipse

Label an ellipse
Mahalanobis

Classical and Robust Mahalanobis Distances
heplots-package

Visualizing Hypothesis Tests in Multivariate Linear Models
heplots-internal

Internal heplots functions
leveneTests

Levene Tests of Homogeneity of Variances
pairs.mlm

Pairwise HE Plots
plot.robmlm

Plot observation weights from a robust multivariate linear models
Pottery2

Chemical Analysis of Romano-British Pottery
Plastic

Plastic Film Data
Oslo

Oslo Transect Subset Data
NLSY

National Longitudinal Survey of Youth Data
Sake

Taste Ratings of Japanese Rice Wine (Sake)
ReactTime

Reaction Time Data
statList

Calculate statistics for levels of factors
RootStock

Growth of Apple Trees from Different Root Stocks
SocialCog

Social Cognitive Measures in Psychiatric Groups
SocGrades

Grades in a Sociology Course
VocabGrowth

Vocabulary growth data
WeightLoss

Weight Loss Data
plot.boxM

Plot for Box's M test and generalizations
MockJury

Effects Of Physical Attractiveness Upon Mock Jury Decisions
NeuroCog

Neurocognitive Measures in Psychiatric Groups
Probe

Response Speed in a Probe Experiment
Skulls

Egyptian Skulls
Rohwer

Rohwer Data Set
RatWeight

Weight Gain in Rats Exposed to Thiouracil and Thyroxin
schooldata

School Data
termMeans

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

Make Colors Transparent