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ImpShrinkage: Improved Shrinkage Estimations for Multiple Linear Regression

A variety of improved shrinkage estimators in the area of statistical analysis: unrestricted; restricted; preliminary test; improved preliminary test; Stein; and positive-rule Stein. More details can be found in chapter 7 of Saleh, A. K. Md. E. (2006) <ISBN: 978-0-471-56375-4>.

Version: 1.0.0
Depends: R (≥ 2.10)
Published: 2023-06-21
DOI: 10.32614/CRAN.package.ImpShrinkage
Author: Mina Norouzirad ORCID iD [aut, cre], Danial Mazarei ORCID iD [aut], Ricardo Moura ORCID iD [aut], 'FCT, I.P. [fnd] (under the scope of the projects UIDB/00297/2020 and UIDP/00297/2020 (NovaMath))
Maintainer: Mina Norouzirad <mina.norouzirad at gmail.com>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
URL: https://github.com/mnrzrad/ImpShrinkage
NeedsCompilation: no
Materials: NEWS
CRAN checks: ImpShrinkage results

Documentation:

Reference manual: ImpShrinkage.pdf

Downloads:

Package source: ImpShrinkage_1.0.0.tar.gz
Windows binaries: r-devel: ImpShrinkage_1.0.0.zip, r-release: ImpShrinkage_1.0.0.zip, r-oldrel: ImpShrinkage_1.0.0.zip
macOS binaries: r-release (arm64): ImpShrinkage_1.0.0.tgz, r-oldrel (arm64): ImpShrinkage_1.0.0.tgz, r-release (x86_64): ImpShrinkage_1.0.0.tgz, r-oldrel (x86_64): ImpShrinkage_1.0.0.tgz

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.