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SHRED  

Setwise Hierarchical Rate of Erroneous Discovery
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("SHRED", "1.0.0")



Attach the package and use:
library("SHRED")
Maintained by
Toby Kenney
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-03-11
Latest Update: 2026-03-11
Description:
Setwise Hierarchical Rate of Erroneous Discovery (SHRED) methods for setwise variable selection with false discovery rate (FDR) control. Setwise variable selection means that sets of variables may be selected when the true variable cannot be identified. This allows us to maintain FDR control but increase power. Details of the SHRED methods are in Organ, Kenney & Gu (2026) <doi:10.48550/arXiv.2603.02160>.
How to cite:
Toby Kenney (2026). SHRED: Setwise Hierarchical Rate of Erroneous Discovery. R package version 1.0.0, https://cran.r-project.org/web/packages/SHRED. Accessed 30 Jul. 2026.
Previous versions and publish date:
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Other packages that cited SHRED R package
View SHRED citation profile
Other R packages that SHRED depends, imports, suggests or enhances
Complete documentation for SHRED
Functions, R codes and Examples using the SHRED R package
Full SHRED package functions and examples
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