heplots v1.3-8
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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). The related 'candisc' package
provides visualizations in a reduced-rank canonical discriminant space when
there are more than a few response variables.
Functions in heplots
| Name | Description | |
| Mahalanobis | Classical and Robust Mahalanobis Distances | |
| AddHealth | Adolescent Health Data | |
| FootHead | Head measurements of football players | |
| NLSY | National Longitudinal Survey of Youth Data | |
| Headache | Treatment of Headache Sufferers for Sensitivity to Noise | |
| MockJury | Effects Of Physical Attractiveness Upon Mock Jury Decisions | |
| Diabetes | Diabetes Dataset | |
| Adopted | Adopted Children | |
| Bees | Captive and maltreated bees | |
| Hernior | Recovery from Elective Herniorrhaphy | |
| Pottery2 | Chemical Analysis of Romano-British Pottery | |
| RatWeight | Weight Gain in Rats Exposed to Thiouracil and Thyroxin | |
| RootStock | Growth of Apple Trees from Different Root Stocks | |
| Rohwer | Rohwer Data Set | |
| SocialCog | Social Cognitive Measures in Psychiatric Groups | |
| SocGrades | Grades in a Sociology Course | |
| NeuroCog | Neurocognitive Measures in Psychiatric Groups | |
| Oslo | Oslo Transect Subset Data | |
| boxM | Box's M-test | |
| arrow3d | Draw a 3D Arrow in an RGL Scene | |
| Plastic | Plastic Film Data | |
| Parenting | Father Parenting Competence | |
| coefplot | Coefficient plots for Multivariate Linear Models | |
| VocabGrowth | Vocabulary growth data | |
| Probe | Response Speed in a Probe Experiment | |
| ReactTime | Reaction Time Data | |
| cqplot | Chi Square Quantile-Quantile plots | |
| gsorth | Orthogonalize successive columns of a data frame or matrix | |
| etasq | Measures of Partial Association (Eta-squared) for Linear Models | |
| Skulls | Egyptian Skulls | |
| WeightLoss | Weight Loss Data | |
| bartlettTests | Bartlett Tests of Homogeneity of Variances | |
| Sake | Taste Ratings of Japanese Rice Wine (Sake) | |
| cross3d | Draw a 3D cross in an rgl scene | |
| heplot3d | Three-Dimensional HE Plots | |
| ellipse3d.axes | Draw axes of a 3D ellipsoid | |
| pairs.mlm | Pairwise HE Plots | |
| termMeans | Calculate Means for a Term in a Multivariate Linear Model | |
| plot.boxM | Plot for Box's M test and generalizations | |
| logdetCI | Calculate confidence interval for log determinant of covariance matrices | |
| trans.colors | Make Colors Transparent | |
| leveneTests | Levene Tests of Homogeneity of Variances | |
| heplots-internal | Internal heplots functions | |
| mark.H0 | Mark a point null hypothesis in an HE plot | |
| mathscore | Math scores for basic math and word problems | |
| heplots-package | Visualizing Hypothesis Tests in Multivariate Linear Models | |
| heplot1d | One-Dimensional HE Plots | |
| heplot | Two-Dimensional HE Plots | |
| schooldata | School Data | |
| statList | Calculate statistics for levels of factors | |
| label.ellipse | Label an ellipse | |
| covEllipses | Draw classical and robust covariance ellipses for one or more groups | |
| colDevs | Calculate column deviations from central values | |
| plot.robmlm | Plot observation weights from a robust multivariate linear models | |
| interpPlot | Plot an Interpolation Between Two Related Data Sets | |
| robmlm | Robust Fitting of Multivariate Linear Models | |
| No Results! | ||
Vignettes of heplots
Last month downloads
Details
| Type | Package |
| Date | 2021-01-20 |
| Language | en-US |
| LazyLoad | yes |
| LazyData | yes |
| BugReports | https://github.com/friendly/heplots/issues |
| License | GPL (>= 2) |
| URL | http://friendly.github.io/heplots/ |
| RoxygenNote | 5.0.1 |
| NeedsCompilation | no |
| Packaged | 2021-01-21 14:32:19 UTC; friendly |
| Repository | CRAN |
| Date/Publication | 2021-01-21 15:00:02 UTC |
| suggests | animation , candisc , corrgram , effects , gplots , lattice , mvinfluence , nlme , reshape , reshape2 , rgl |
| depends | car (>= 3.0) , R (>= 3.5.0) |
| imports | graphics , grDevices , MASS , stats , utils |
| Contributors | John Fox, Georges Monette, Phil Chalmers |
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