R Observatory: Metrics for LRMiss version 0.0.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

LRMiss

0.0.1Package record

Linear Regression with Missing Data

0packages depend

1.5Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Benedict RisebrowCRAN page ↗GitHub ↗Issues ↗

Provides methods for linear regression in the presence of missing data, including missingness in covariates and responses. The package implements two estimators: oss_estimator(), a low-dimensional semi-supervised method, and dantzig_missing(), a high-dimensional approach. The tuning parameter can be selected automatically via cv_dantzig_missing(). See Risebrow and Berrett (2026) doi:10.48550/arXiv.2602.13729. Optional support for the 'gurobi' optimizer via the 'gurobi' R package (available from Gurobi, see https://docs.gurobi.com/projects/optimizer/en/current/reference/r.html).

Install

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

install.packages("LRMiss", 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("benrisebrow/LRMiss")

Development version from benrisebrow/LRMiss. 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-lrmiss

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-LRMiss

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-LRMiss

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: 53 s · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-09-08
ERROR12 OK, 1 ERROR2026-09-07
OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK12 OK2026-04-25

Show 1 earlier changeHide 1 earlier change

NOTE11 OK, 3 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.0.1

READMENoVignettesNoNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 4
Examples that run: 100%4 run in a plain check
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 75% with a bibliography file

How these are measured

Downloads

1.5K

CRAN downloads in the past year

Rank #22,832 · ~4/day · ~123/mo

Releases R versions

Daily download trend is not available in this view yet.

25230 days

56790 days

1.5K1 year

Compare downloads with other packages →

Also on46 r2u9 autocran

How downloads are counted

Repository

benrisebrow/lrmiss ↗Account: benrisebrow

0Stars

0Forks

0Open issues

0Open PRs

0Releases

Last activity 2026-02-17

Responsiveness

not measured

How these are measured

PracticesBeta

Checks run against github.com/benrisebrow/lrmiss on 2026-10-11.

No development-tooling practices detected in the upstream repository.

How this is detected·Detection ruleset v3 (2026-09-26)

Dependencies

Declared dependencies

4 external dependencies (excludes base and recommended)

Installing LRMiss adds 18 packages (12 with compiled code, 22 MB of source tarballs). Heaviest: stringi 11 MB, data.table 5.7 MB, rbibutils 1.1 MB.

Depends (0)

none

Imports (5)

MASSstatsRglpk fastDummies Rdpack

LinkingTo (0)

none

Suggests (1)

gurobi

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (2)

Benedict Risebrow

Author, Maintainer since 0.0.1 (2026)

Thomas Berrett

Author

Releases (1)

R
R 4.6.0 released · 2026-04-24
0.0.1Latest
record
2026-02-20 · current release
R
R 4.5.0 released · 2025-04-11

Package metadata

First published: 2026-02-20
Total releases: 1 / 1 yrs
License: MIT + file LICENSE OSI
Download size: 32 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("LRMiss")

Format

Risebrow, B., & Berrett, T. (2026). LRMiss: Linear Regression with Missing Data (Version 0.0.1) [Computer software]. https://doi.org/10.32614/CRAN.package.LRMiss

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 LRMiss version 0.0.1 [Data set]. HJJB, LLC. Data release v2026-10-19. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-19, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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