R Observatory: Metrics for CIpostSelect version 0.2.2

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

CIpostSelect

0.2.2Package record

Confidence Interval Post-Selection of Variable

0packages depend

2.5Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Boubacar DIALLOCRAN page ↗GitHub ↗Issues ↗

Calculates confidence intervals after variable selection using repeated data splits. The package offers methods to address the challenges of post-selection inference, ensuring more accurate confidence intervals in models involving variable selection. The two main functions are 'lmps', which records the different models selected across multiple data splits as well as the corresponding coefficient estimates, and 'cips', which takes the lmps object as input to select variables and perform inferences using two types of voting.

Install

R (CRAN)pak (dev)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("CIpostSelect", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("Diallo0/CIpostSelect")

Development version from Diallo0/CIpostSelect. Installs pak first if it is not already available.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-cipostselect

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-CIpostSelect

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-CIpostSelect

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

13OK

CRAN check page ↗

Slowest check: 2.9 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.2.2

READMENoVignettesNoNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 6includes a package overview page
Examples that run: 83%5 run in a plain check · 1 only when donttest examples are enabled (R CMD check --as-cran)
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 0%

How these are measured

Downloads

2.5K

CRAN downloads in the past year

Rank #18,411 · ~7/day · ~209/mo

Releases R versions

Daily download trend is not available in this view yet.

27230 days

71290 days

2.5K1 year

Compare downloads with other packages →

Also on102 r2u3 autocran

How downloads are counted

Repository

diallo0/cipostselect ↗Account: Diallo0

0Stars

0Forks

0Open issues

0Open PRs

0Releases

Last activity 2025-11-10

Responsiveness

not measured

How these are measured

PracticesBeta

2 development-tooling and community-health practices detected across 2 families in the upstream repository

Checks run against github.com/diallo0/cipostselect on 2026-10-21.

Reproducibility and dev environment (1)

renv

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v4 (2026-10-20)

Dependencies

Declared dependencies

7 external dependencies (excludes base and recommended)

Installing CIpostSelect adds 27 packages (12 with compiled code, 23 MB of source tarballs). Heaviest: ggplot2 6.0 MB, glmnet 2.7 MB, Rcpp 1.8 MB.

Depends (0)

none

Imports (8)

MASSdoParallel foreach ggplot2 glmnet magrittr mlbench tictoc

LinkingTo (0)

none

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (1)

Boubacar DIALLO

Author, Maintainer since 0.1.0 (2024)

Releases (4)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
0.2.2Latest
record
2025-11-10 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
0.2.1
record
2024-10-22 · diff ↗
0.2.0
record
2024-10-04 · diff ↗
0.1.0
record
2024-10-02
R
R 4.4.0 released · 2024-04-24

Package metadata

First published: 2024-10-02
Total releases: 4 / 2 yrs
License: MIT + file LICENSE OSI
Download size: 9.3 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("CIpostSelect")

Format

DIALLO, B. (2025). CIpostSelect: Confidence Interval Post-Selection of Variable (Version 0.2.2) [Computer software]. https://doi.org/10.32614/CRAN.package.CIpostSelect

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for CIpostSelect version 0.2.2 [Data set]. HJJB, LLC. Data release v2026-10-25. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-25, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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