How friendly/heplots works
heplots is an R package for analyzing and visualizing multivariate linear models. Users apply its functions to MLMs or data to obtain HE plots, covariance and coefficient visualizations, and statistical diagnostics; repeated-measures effects are handled in transformed response space. The graph reflects capabilities documented in README.md. No source excerpts were supplied, so internal calls and dependencies between functions cannot be verified and are not drawn.
Main entry points: heplot.R 2D HE plots · heplot3d.R 3D HE plots · heplot1d.R 1D HE plots · pairs.mlm.R Pairwise HE plots
Components 19
HE visualization
- 2D HE plots
R/heplot.R - 3D HE plots
R/heplot3d.R - 1D HE plots
R/heplot1d.R - Pairwise HE plots
R/pairs.mlm.R - Repeated measures
R/termInfo.R - Covariance ellipses
R/covEllipses.R - Coefficient plots
R/coefplot.mlm.R
Model diagnostics
- Box M test
R/boxM.R - Box M plot
R/plot.boxM.R - Variance tests
R/bartlettTests.R - Levene tests
R/leveneTests.R - Residual Q-Q plots
R/cqplot.R - Mahalanobis distances
R/Mahalanobis.R - Robust MLM
R/robmlm.R
Model summaries
- MLM summaries
R/glance.mlm.R - Univariate statistics
R/uniStats.R - Standardized models
R/standardize.R
Example data
- Example datasets
data
Other components
- R user
Connections 17
- R user → 2D HE plots: requests plots
README.md - R user → 3D HE plots: requests plots
README.md - R user → 1D HE plots: requests plots
README.md - R user → Pairwise HE plots: requests plots
README.md - R user → Covariance ellipses: requests plots
README.md - R user → Coefficient plots: requests plots
README.md - R user → Box M test: requests test
README.md - R user → Box M plot: requests plot
README.md - R user → Variance tests: requests tests
README.md - R user → Levene tests: requests tests
README.md - R user → Residual Q-Q plots: requests plot
README.md - R user → Mahalanobis distances: requests distances
README.md - R user → Robust MLM: requests fit
README.md - R user → MLM summaries: requests summary
README.md - R user → Univariate statistics: requests summary
README.md - R user → Standardized models: requests standardization
README.md - R user → Example datasets: loads data
README.md