R Observatory: Metrics for ui version 1.0.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

ui

1.0.1Package record

Uncertainty Intervals and Sensitivity Analysis for Missing Data

0packages depend

3Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Minna GenbäckCRAN page ↗

Implements functions to derive uncertainty intervals for (i) regression (linear and probit) parameters under missing not at random (non-ignorable missingness) as introduced in Genbäck, M., Stanghellini, E., and de Luna, X. (2015) doi:10.1007/s00362-014-0610-x and Genbäck, M., Ng, N., Stanghellini, E., and de Luna, X. (2018) doi:10.1007/s10433-017-0448-x. Also includes methods for doubly robust and outcome regression estimators of average causal effects under unobserved confounding as in Genbäck, M. and de Luna, X. (2018) doi:10.1111/biom.13001, and for partial correlation analysis following Gorbach, T. and de Luna, X. (2018) doi:10.1016/j.spl.2018.05.027.

Changes in 1.0.1

included uipcor and related functions

*changed notation in some instances to match standard notation in r packages

changed plot functions to ggplot2

*Introduced S3 method structure with a proper profile() generic and methods.

*Added declarations for global variables to satisfy R CMD check.

From NEWS.md in the release

Install

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

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

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

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-ui

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-ui

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-ui

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: 2.8 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-04
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-07-01
NOTE9 OK, 5 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.0.1

READMENoVignettesNoNEWSYes · 67% structured · mentions 1.0.1Citation fileNoWebsitenot declared in DESCRIPTION

Help pages: 31
Examples that run: 100%4 run in a plain check
Exported functions with examples: 20%
Documented parameters: 100%
Return-value docs: 20%
Help pages citing references: 13%

How these are measured

Downloads

3K

CRAN downloads in the past year

Rank #10,336 · ~8/day · ~253/mo

Releases R versions

Daily download trend is not available in this view yet.

37630 days

98390 days

3K1 year

Compare downloads with other packages →

Also on91 r2u1 autocran73 c2d4u

How downloads are counted

Dependencies

Declared dependencies

7 external dependencies (excludes base and recommended)

Installing ui adds 70 packages (37 with compiled code, 67 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, data.table 5.7 MB.

Depends (1)

R >= 4.1

Imports (9)

MatrixmaxLik mvtnorm numDerivgraphicsstatsdplyr plotly ggplot2

LinkingTo (0)

none

Suggests (2)

MASStestthat

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)

Minna Genbäck

Author, Maintainer · added in 1.0.1

Tetiana Gorbach

Author · added in 1.0.1

Maintainer since 0.1.0 (2019)

Listed in earlier versions (1)

Minna Genbaeck

no longer listed · 0.1.0 to 0.1.1

Releases (3)

Pick two releases to compare their code metrics.

1.0.1Latest
record
2026-06-25 · current release · diff ↗ ·
removed 14 exports
LogL.probit, Logl.sandACT, ML.probit, gridrho.f, interv.p, sandACT, sandImpACE, sandImpACT, se.ols, sigmaOLScor0, sigmaOLScor1, ui.causal, ui.ols, ui.probit

added 16 exports
gridrho_f, interv_p, logl_probit, logl_sand_act, ml_probit, profile, sand_dr_act, sand_or_ace, sand_or_act, se_ols, sigma_ols_cor0, sigma_ols_cor1, ui_causal, ui_ols, ui_pcor, ui_probit
R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
R
R 4.0.0 released · 2020-04-24
0.1.1
record
2019-11-11 · diff ↗
0.1.0
record
2019-06-19
R
R 3.6.0 released · 2019-04-26

Package metadata

First published: 2019-06-19
Total releases: 3 / 7 yrs
License: GPL-3 OSI
Minimum R: ≥ 4.1
Download size: 31 KB

Appears in task views

Causal Inference Missing Data

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("ui")

Format

Genbäck, M., & Gorbach, T. (2026). ui: Uncertainty Intervals and Sensitivity Analysis for Missing Data (Version 1.0.1) [Computer software]. https://doi.org/10.32614/CRAN.package.ui

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 ui version 1.0.1 [Data set]. HJJB, LLC. Data release v2026-10-21. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-21, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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