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impARI
View on CRAN: Click
here
Download and install impARI package within the R console
Install from CRAN:
install.packages("impARI")
Install from Github:
library("remotes")
install_github("cran/impARI") Install by package version:
library("remotes")
install_version("impARI", "0.0.3") Attach the package and use:
library("impARI")
Maintained by
Ningning Xu
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First Published: 2026-05-23
Latest Update: 2026-05-23
Description:
The goal is to improve a permutation-based approach (R package: 'pARI') for simultaneous inference on the true discovery proportion by a branch-and-bound algorithm. It is designed to return a list with a bracketing for the true discovery proportion, rather than a single lower bound from 'pARI'. For more details see Andreella. A (2023) <doi:10.1002/sim.9725>.
How to cite:
Ningning Xu (2026). impARI: Improving Permutation-Based All-Resolutions Inference ('impARI'). R package version 0.0.3, https://cran.r-project.org/web/packages/impARI. Accessed 13 Sep. 2026.
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