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heplots

Visualizing Hypothesis Tests in Multivariate Linear Models

v1.8.1 · Dec 6, 2025 · GPL (>= 2)

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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CRAN Check Status

13 OK
Show all 13 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026
ERROR 12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 8, 2026
ERROR r-devel-linux-x86_64-debian-gcc

package dependencies

Package required but not available: ‘car’

Packages suggested but not available for checking: 'candisc', 'mvinfluence'

See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’
manual.
OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE May 2, 2026
ERROR 11 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 25, 2026
ERROR r-release-macos-x86_64

examples

Running examples in ‘heplots-Ex.R’ failed
The error most likely occurred in:

> ### Name: TIPI
> ### Title: Data on the Ten Item Personality Inventory
> ### Aliases: TIPI
> ### Keywords: datasets
> 
> ### ** Examples
> 
> 
> data(TIPI)
> # fit an mlm
...[truncated]...
> 
> heplot(tipi.mlm, fill=TRUE, fill.alpha=0.1)
> 
> pairs(tipi.mlm, fill=TRUE, fill.alpha=0.1)
> 
> # candisc works best for factors with >2 levels
> library(candisc)
Error in library(candisc) : there is no package called ‘candisc’
Execution halted
OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Reverse Dependencies (9)

Dependency Network

Dependencies Reverse dependencies broom car MASS magrittr purrr rgl tibble candisc mvinfluence ICSClust MorphoTools2 volker Guerry HistData effects latentnet heplots

Version History

47 tracked
new 1.8.1 Mar 10, 2026
updated 1.8.1 ← 1.7.8 diff Dec 6, 2025
updated 1.7.8 ← 1.7.5 diff Aug 18, 2025
updated 1.7.5 ← 1.7.4 diff May 23, 2025
updated 1.7.4 ← 1.7.3 diff Apr 15, 2025
updated 1.7.3 ← 1.7.1 diff Dec 21, 2024
updated 1.7.1 ← 1.7.0 diff Nov 23, 2024
updated 1.7.0 ← 1.6.2 diff May 1, 2024
updated 1.6.2 ← 1.6.0 diff Feb 14, 2024
updated 1.6.0 ← 1.4-2 diff Sep 4, 2023
updated 1.4-2 ← 1.4-1 diff Oct 19, 2022
updated 1.4-1 ← 1.3-9 diff Oct 1, 2022
updated 1.3-9 ← 1.3-8 diff Oct 5, 2021
updated 1.3-8 ← 1.3-7 diff Jan 20, 2021
updated 1.3-7 ← 1.3-5 diff Oct 27, 2020