Multivariate Analysis of Variance Designs | Adolescent Mental Health Data | Exploratory plots | Fit the MLM | Testing linear hypotheses | HE plot | Plastic film data | Multivariate tests | HE plots | Effects of physical attractiveness on mock jury decisions | Manipulation check | Main analysis | Egyptian skulls from five epochs | References
Package: heplots 1.8.6
heplots: 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). 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.
Authors:
heplots_1.8.6.tar.gz
heplots_1.8.6.zip(r-4.7-any)heplots_1.8.6.zip(r-4.6-any)heplots_1.8.6.zip(r-4.5-any)
heplots_1.8.6.tgz(r-4.6-any)heplots_1.8.6.tgz(r-4.5-any)
heplots_1.8.6.tar.gz(r-4.7-any)heplots_1.8.6.tar.gz(r-4.6-any)
heplots_1.8.6.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
heplots/json (API)
| # Install 'heplots' in R: |
| install.packages('heplots', repos = c('https://friendly.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/friendly/heplots/issues
Pkgdown/docs site:https://friendly.github.io
Datasets:
- AddHealth - Adolescent Mental Health Data
- Adopted - Adopted Children
- Bees - Captive and maltreated bees
- Diabetes - Diabetes Dataset
- dogfood - Dogfood Preferences
- FootHead - Head measurements of football players
- Headache - Treatment of Headache Sufferers for Sensitivity to Noise
- Hernior - Recovery from Elective Herniorrhaphy
- Iwasaki_Big_Five - Personality Traits of Cultural Groups
- LearnDis - Reading and Arithmetic Achievement in Children with Learning Disabilities
- mathscore - Math scores for basic math and word problems
- MockJury - Effects Of Physical Attractiveness Upon Mock Jury Decisions
- NeuroCog - Neurocognitive Measures in Psychiatric Groups
- NLSY - National Longitudinal Survey of Youth Data
- oral - Effect of Delay in Oral Practice in Second Language Learning
- Oslo - Oslo Transect Subset Data
- Overdose - Overdose of Amitriptyline
- Parenting - Father Parenting Competence
- peng - Size measurements for penguins near Palmer Station, Antarctica
- Plastic - Plastic Film Data
- Pottery2 - Chemical Analysis of Romano-British Pottery
- Probe1 - Response Speed in a Probe Experiment
- Probe2 - Response Speed in a Probe Experiment
- RatWeight - Weight Gain in Rats Exposed to Thiouracil and Thyroxin
- ReactTime - Reaction Time Data
- ReadingDisability - Cognitive and Achievement Test Scores by Reading Level
- Rohwer - Rohwer Data Set
- RootStock - Growth of Apple Trees from Different Root Stocks
- Sake - Taste Ratings of Japanese Rice Wine
- schooldata - School Data
- schoolsites - Schooldata Sites
- Skulls - Egyptian Skulls
- SocGrades - Grades in a Sociology Course
- SocialCog - Social Cognitive Measures in Psychiatric Groups
- TIPI - Data on the Ten Item Personality Inventory
- VocabGrowth - Vocabulary growth data
- WeightLoss - Weight Loss Data
linear-hypothesesmatricesmultivariate-linear-modelsplotrepeated-measure-designsvisualizing-hypothesis-tests
Last updated from:0b90634660. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 244 | ||
| source / vignettes | OK | 312 | ||
| linux-release | OK | 268 | ||
| macos-release | OK | 113 | ||
| macos-oldrel | OK | 104 | ||
| windows-devel | OK | 129 | ||
| windows-release | OK | 83 | ||
| windows-oldrel | OK | 122 | ||
| wasm-release | OK | 173 |
Exports:arrow3dbartlettTestsbbox3dboxMcoefplotcolDevscolMeansListcovEllipsescovListcqplotcross3ddf.termsdistancePloteigstatCIeigstatCI_boxMellipse.axesellipse.boxellipse3d.axesEllipsoidetasqglanceglance.mlmgsorthheplotheplot1dheplot3dinterpPlotlabel.ellipseleveneTestslogdetCIMahalanobismark.H0noteworthyplot_boxM_bootpvPlotrel_diffrobmlmstatListstdcoefstdmodeltermMeanstext_usrtraceCItrans.colorsuniStats
Dependencies:abindbackportsbase64encbootbroombslibcachemcarcarDataclicolorspacecowplotcpp11DerivdigestdoBydplyrevaluatefarverfastmapfontawesomeforecastFormulafracdifffsgenericsggplot2gluegtablehighrhtmltoolshtmlwidgetsisobandjquerylibjsonliteknitrlabelinglatticelifecyclelme4lmtestmagrittrMASSMatrixMatrixModelsmemoisemgcvmimeminqamodelrnlmenloptrnnetnumDerivpbkrtestpillarpkgconfigpurrrquantregR6rappdirsrbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRdpackreformulasrglrlangrmarkdownS7sassscalesSparseMstringistringrsurvivaltibbletidyrtidyselecttimeDatetinytexurcautf8vctrsviridisLitewithrxfunyamlzoo
HE plot MANOVA Examples
Last update: 2026-10-02
Started: 2022-09-29
Data sets in the heplots package
Documenting package datasets | Methods | Dataset table | Concept table
Last update: 2026-09-12
Started: 2024-11-15
HE plot MMRA Examples
Multivariate Multiple Regression Designs | Rohwer data: Aptitude and achievement | Preliminary plots | Separate models | MANCOVA model | Testing homogeneity of regression | Recovery from hernia repair | All predictors model | Canonical analysis | Grades in a Sociology Course | Models | Screening for interactions | References
Last update: 2026-09-12
Started: 2022-09-29
Robust Multivariate Linear Models
Introduction | Methodology: Iteratively Reweighted Least Squares (IRLS) | The IRLS Algorithm | Features of the Implementation | Theoretical Properties | Example: Pottery Data | Classical MANOVA | Robust MANOVA | Examining the Robust Weights | Distance Plot | Hypothesis-Error (HE) plots | Classical and Robust Fits | Robust Weights | Multivariate Influence Plots | Interpretation and Discussion | References
Last update: 2026-09-12
Started: 2025-08-06
