groc: Generalized Regression on Orthogonal Components

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Robust multiple or multivariate linear regression, nonparametric regression on orthogonal components, classical or robust partial least squares models.

Author
M. Bilodeau and P. Lafaye de Micheaux
Date of publication
2015-05-07 22:26:57
Maintainer
P. Lafaye de Micheaux <lafaye@dms.umontreal.ca>
License
GPL (>= 2)
Version
1.0.5

View on CRAN

Man pages

corrob
Robust correlation measure
covrob
Robust covariance measure
dcov
Distance covariance matrix.
delete.intercept
Delete intercept from model matrix
groc
groc method
groc.crossval
Cross-validation of groc models
groc.fit
Fitting a groc model
model.frame.groc
Extract Information From a Fitted groc Model
plot.groc
Plot groc objects.
predict.groc
Predict Method for groc
prim7
prim7 Dataset
summary.groc
Summary and Print Methods for groc objects

Files in this package

groc
groc/inst
groc/inst/CITATION
groc/inst/HISTORY
groc/src
groc/src/gridalgo.cpp
groc/src/dcov.cpp
groc/src/Other
groc/src/Other/deheuvels.cpp
groc/src/Other/simplegrid.cpp
groc/NAMESPACE
groc/data
groc/data/prim7.csv.gz
groc/R
groc/R/summaries.R
groc/R/dependencemeasures.R
groc/R/groc.R
groc/R/extract.R
groc/R/NotUsed
groc/R/NotUsed/otherdepmeasures.R
groc/MD5
groc/DESCRIPTION
groc/man
groc/man/dcov.Rd
groc/man/delete.intercept.Rd
groc/man/covrob.Rd
groc/man/groc.fit.Rd
groc/man/prim7.Rd
groc/man/corrob.Rd
groc/man/plot.groc.Rd
groc/man/predict.groc.Rd
groc/man/summary.groc.Rd
groc/man/groc.Rd
groc/man/groc.crossval.Rd
groc/man/model.frame.groc.Rd
groc/INDEX