R Observatory: Metrics for ciTools version 0.6.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

ciTools

0.6.1

Confidence or Prediction Intervals, Quantiles, and Probabilities for Statistical Models

4packages depend

13.5Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by John HamanFirst published 2017-08-079 releasesCRAN page ↗GitHub ↗

Functions to append confidence intervals, prediction intervals, and other quantities of interest to data frames. All appended quantities are for the response variable, after conditioning on the model and covariates. This package has a data frame first syntax that allows for easy piping. Currently supported models include (log-) linear, (log-) linear mixed, generalized linear models, generalized linear mixed models, and accelerated failure time models.

Install

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

install.packages("ciTools", 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("jthaman/ciTools")

Development version from jthaman/ciTools. 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-citools

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

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-ciTools

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-ciTools

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

13OK

Slowest check: 6.2 min · r-oldrel-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

9

Dependencies · direct

Check history

OK2026-08-05
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
WARNING2026-06-08
12 OK · 0 NOTE · 1 WARNING · 0 ERROR · 0 FAILURE
OK2026-04-25
12 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Show 1 earlier snapshots

NOTE2026-03-10
11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesYes · dynamicpkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 96%
Documented parameters: 100%
Return-value docs: 100%
References docs: 18%

Downloads

13.5K

CRAN downloads in the past year

Rank #4,064 · ~37/day · ~1.1K/mo

Releases R versions

Daily download trend is not available in this view yet.

56930 days

2K90 days

13.5K1 year

Compare downloads with other packages →

Also on170 r2u23 autocran33 c2d4u

Repository

GitHub ↗ jthaman/citools

107Stars

10Forks

23Open issues

4Open PRs

0Releases

306Commits

6Contributors

modelingrlme4tidyverse

License GPL-3.0 · 306 commits · Last activity 2025-08-12

Stars over time

2025-01-12 · 1072026-07-07 · 107

Repository practices

Upstream repositoryBeta

Checks run against github.com/jthaman/citools on 2026-08-16.

No development-tooling practices detected in the upstream repository.

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

8 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.4.0

Imports (9)

armbootdplyr lme4MASSmethodsstatssurvivalutils

LinkingTo (0)

none

Suggests (5)

here ggplot2 knitr rmarkdown SPREDA

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

4direct

1indirect

EPLSIM insurancerating trending incidence2

Code & Tests

People & History

People (3)

Maintainer (1)

John Haman

Maintainer, Author

Authors (2)

John Haman

Maintainer, Author

Matthew Avery

Author · added in 0.2.0

Copyright holders (1)

Institute for Defense Analyses

Copyright holder

Listed in earlier versions (1)

Matt Avery

no longer listed · 0.1.0

Package Timeline

9 releases. Pick two to compare their code metrics. R releases are shown for context.

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
0.6.1Latest
2020-10-25 · current release · diff ↗
0.6.0
2020-09-04 · diff ↗
0.5.2
2020-06-12 · diff ↗
R
R 4.0.0 released · 2020-04-24
R
R 3.6.0 released · 2019-04-26
0.5.1
2019-01-08 · diff ↗
0.5.0
2018-10-20 · diff ↗
R
R 3.5.0 released · 2018-04-23
0.3.0
2017-12-24 · diff ↗
0.2.1
2017-10-18 · diff ↗

Show 3 earlier events

0.2.0
2017-10-10 · diff ↗
0.1.0
2017-08-07
R
R 3.4.0 released · 2017-04-21

Package metadata

First published: 2017-08-07
Total releases: 9 / 9 yrs
License: GPL (>= 3) OSI
Minimum R: ≥ 3.4.0
Download size: 1.1 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("ciTools")

Format

Haman, J., Institute for Defense Analyses, & Avery, M. (2020). ciTools: Confidence or Prediction Intervals, Quantiles, and Probabilities for Statistical Models (Version 0.6.1) [Computer software]. https://doi.org/10.32614/CRAN.package.ciTools

This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.

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 ciTools version 0.6.1 [Data set]. HJJB, LLC. Data release v2026-08-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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