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Methods for Dimension Reduction for Regression
View on CRAN: Click here


Download and install dr package within the R console
Install from CRAN:
install.packages("dr")

Install from Github:
library("remotes")
install_github("cran/dr")

Install by package version:
library("remotes")
install_version("dr", "3.0.11")



Attach the package and use:
library("dr")
Maintained by
Sanford Weisberg
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2002-01-18
Latest Update: 2025-04-17
Description:
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.
How to cite:
Sanford Weisberg (2002). dr: Methods for Dimension Reduction for Regression. R package version 3.0.11, https://cran.r-project.org/web/packages/dr. Accessed 11 Mar. 2026.
Previous versions and publish date:
1.0.1 (2002-08-16 16:40), 1.0.2 (2002-12-19 20:09), 1.0.3 (2003-01-23 18:44), 1.0 (2002-01-18 17:13), 2.0.0 (2004-10-13 11:54), 2.0.2 (2005-08-31 12:10), 2.0.3 (2005-09-01 10:00), 2.0.4 (2006-09-29 12:45), 3.0.2 (2007-10-11 16:13), 3.0.3 (2008-12-11 10:16), 3.0.4 (2009-06-29 20:32), 3.0.6 (2011-03-31 17:32), 3.0.7 (2011-10-19 15:28), 3.0.8 (2014-03-07 16:13), 3.0.9 (2014-11-30 21:52), 3.0.10 (2015-08-04 00:25)
Other packages that cited dr R package
View dr citation profile
Other R packages that dr depends, imports, suggests or enhances
Complete documentation for dr
Functions, R codes and Examples using the dr R package
Some associated functions: ais . banknote . coord.hyp.basis . dr.coordinate.test . dr.directions . dr . dr.permutation.test . dr.pvalue . dr.slices . dr.weights . dr.x . drop1.dr . mussels . plot.dr . 
Some associated R codes: dr.R . psave.R . psir.R . zzz.R .  Full dr package functions and examples
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