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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