dr: Methods for Dimension Reduction for Regression

Functions, methods, and datasets for fitting dimension reduction regression, using slicing (methods SAVE and SIR), Principal Hessian Directions (phd, using residuals and the response), and an iterative IRE. Partial methods, that condition on categorical predictors are also available. A variety of tests, and stepwise deletion of predictors, is also included. Also included is code for computing permutation tests of dimension. Adding additional methods of estimating dimension is straightforward. For documentation, see the vignette in the package. With version 3.0.4, the arguments for dr.step have been modified.

AuthorSanford Weisberg <sandy@umn.edu>,
Date of publication2015-08-03 19:54:27
MaintainerSanford Weisberg <sandy@umn.edu>
LicenseGPL (>= 2)
Version3.0.10
https://cran.r-project.org/package=dr

View on R-Forge

Functions

ais Man page
banknote Man page
bentlerxie.pvalue Man page
coord.hyp.basis Man page
dr Man page
dr.basis Man page
dr.basis.default Man page
dr.basis.ire Man page
dr.compute Man page
dr.coordinate.test Man page
dr.coordinate.test.default Man page
dr.coordinate.test.ire Man page
dr.coordinate.test.pire Man page
dr.coordinate.test.save Man page
dr.coordinate.test.sir Man page
dr.direction Man page
dr.direction.default Man page
dr.direction.ire Man page
dr.directions Man page
dr.joint.test Man page
dr.joint.test.default Man page
dr.joint.test.ire Man page
dr.joint.test.pire Man page
drop1.dr Man page
dr.permutation.test Man page
dr.permutation.test.statistic Man page
dr.pvalue Man page
dr.slices Man page
dr.slices.arc Man page
dr.step Man page
dr.test Man page
dr.weights Man page
dr.x Man page
dr.y Man page
dr.z Man page
mussels Man page
plot.dr Man page
wood.pvalue Man page

Files

dr/DESCRIPTION
dr/NAMESPACE
dr/NEWS
dr/R
dr/R/dr.R dr/R/psave.R dr/R/psir.R dr/R/zzz.R
dr/build
dr/build/vignette.rds
dr/data
dr/data/ais.rda
dr/data/mussels.rda
dr/inst
dr/inst/CITATION
dr/inst/doc
dr/inst/doc/overview.R
dr/inst/doc/overview.Rnw
dr/inst/doc/overview.pdf
dr/man
dr/man/ais.Rd dr/man/banknote.Rd dr/man/coord.hyp.basis.Rd dr/man/dr.Rd dr/man/dr.coordinate.test.Rd dr/man/dr.directions.Rd dr/man/dr.permutation.test.Rd dr/man/dr.pvalue.Rd dr/man/dr.slices.Rd dr/man/dr.weights.Rd dr/man/dr.x.Rd dr/man/drop1.dr.Rd dr/man/mussels.Rd dr/man/plot.dr.Rd
dr/vignettes
dr/vignettes/html.sty
dr/vignettes/overview.Rnw

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