mvinfluence: Influence Measures and Diagnostic Plots for Multivariate Linear Models
Version 0.8

Computes regression deletion diagnostics for multivariate linear models and provides some associated diagnostic plots. The diagnostic measures include hat-values (leverages), generalized Cook's distance, and generalized squared 'studentized' residuals. Several types of plots to detect influential observations are provided.

AuthorMichael Friendly
Date of publication2016-06-08 17:14:53
MaintainerMichael Friendly <friendly@yorku.ca>
LicenseGPL-2
Version0.8
URL http://datavis.ca/R
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("mvinfluence")

Getting started

Package overview

Popular man pages

Fertilizer: Fertilizer Data
infIndexPlot.mlm: Influence Index Plots for Multivariate Linear Models
influence.measures: Regression Deletion Diagnostics for Multivariate Linear...
Jfuns: General Classes of Influence Measures
lrPlot: Regression LR Influence Plot
mpower: General Matrix Power
mvinfluence-package: Influence Measures and Diagnostic Plots for Multivariate...
See all...

All man pages Function index File listing

Man pages

Fertilizer: Fertilizer Data
infIndexPlot.mlm: Influence Index Plots for Multivariate Linear Models
influence.measures: Regression Deletion Diagnostics for Multivariate Linear...
influence.mlm: Regression Deletion Diagnostics for Multivariate Linear...
influencePlot.mlm: Influence Plots for Multivariate Linear Models
Jfuns: General Classes of Influence Measures
lrPlot: Regression LR Influence Plot
mlm.influence: Calculate Regression Deletion Diagnostics for Multivariate...
mpower: General Matrix Power
mvinfluence-package: Influence Measures and Diagnostic Plots for Multivariate...
tr: Matrix trace

Functions

COOKD Man page Source code
COVRATIO Man page Source code
DFFITS Man page Source code
Fertilizer Man page
Jdet Man page Source code
Jtr Man page Source code
\%^\% Man page
as.data.frame.inflmlm Man page Source code
cooks.distance.mlm Man page Source code
hatvalues.mlm Man page Source code
infIndexPlot.mlm Man page Source code
influence.mlm Man page Source code
influenceIndexPlot Man page
influencePlot.mlm Man page Source code
lrPlot Man page Source code
lrPlot.lm Man page Source code
mlm.influence Man page Source code
mpower Man page Source code
mvinfluence Man page
mvinfluence-package Man page
print.inflmlm Man page Source code
tr Man page Source code

Files

NAMESPACE
NEWS
data
data/Fertilizer.RData
R
R/print.inflmlm.R
R/mpower.R
R/cooks.distance.mlm.R
R/influencePlot.mlm.R
R/lrPlot.R
R/mlm.influence.R
R/influence.mlm.R
R/as.data.frame.inflmlm.R
R/Jfuns.R
R/hatvalues.mlm.R
R/tr.R
R/infIndexPlot.R
MD5
DESCRIPTION
man
man/influencePlot.mlm.Rd
man/Fertilizer.Rd
man/Jfuns.Rd
man/lrPlot.Rd
man/mvinfluence-package.Rd
man/influence.measures.Rd
man/tr.Rd
man/mlm.influence.Rd
man/mpower.Rd
man/influence.mlm.Rd
man/infIndexPlot.mlm.Rd
mvinfluence documentation built on May 19, 2017, 8:46 a.m.

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