mvinfluence: Influence Measures and Diagnostic Plots for Multivariate Linear Models

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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.

Author
Michael Friendly
Date of publication
2016-06-08 17:14:53
Maintainer
Michael Friendly <friendly@yorku.ca>
License
GPL-2
Version
0.8
URLs

View on CRAN

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

Files in this package

mvinfluence
mvinfluence/NAMESPACE
mvinfluence/NEWS
mvinfluence/data
mvinfluence/data/Fertilizer.RData
mvinfluence/R
mvinfluence/R/print.inflmlm.R
mvinfluence/R/mpower.R
mvinfluence/R/cooks.distance.mlm.R
mvinfluence/R/influencePlot.mlm.R
mvinfluence/R/lrPlot.R
mvinfluence/R/mlm.influence.R
mvinfluence/R/influence.mlm.R
mvinfluence/R/as.data.frame.inflmlm.R
mvinfluence/R/Jfuns.R
mvinfluence/R/hatvalues.mlm.R
mvinfluence/R/tr.R
mvinfluence/R/infIndexPlot.R
mvinfluence/MD5
mvinfluence/DESCRIPTION
mvinfluence/man
mvinfluence/man/influencePlot.mlm.Rd
mvinfluence/man/Fertilizer.Rd
mvinfluence/man/Jfuns.Rd
mvinfluence/man/lrPlot.Rd
mvinfluence/man/mvinfluence-package.Rd
mvinfluence/man/influence.measures.Rd
mvinfluence/man/tr.Rd
mvinfluence/man/mlm.influence.Rd
mvinfluence/man/mpower.Rd
mvinfluence/man/influence.mlm.Rd
mvinfluence/man/infIndexPlot.mlm.Rd