R Observatory: Metrics for SimDesign version 2.26

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

SimDesign

2.26

Structure for Organizing Monte Carlo Simulation Designs

7packages depend

129.1Kdownloads / year

0.0%test coverage

10/13checks pass

Overview

About

Maintained by Phil ChalmersFirst published 2015-10-0552 releasesCRAN page ↗GitHub ↗

Provides tools to safely and efficiently organize and execute Monte Carlo simulation experiments in R. The package controls the structure and back-end of Monte Carlo simulation experiments by utilizing a generate-analyse-summarise workflow. The workflow safeguards against common simulation coding issues, such as automatically re-simulating non-convergent results, prevents inadvertently overwriting simulation files, catches error and warning messages during execution, implicitly supports parallel processing with high-quality random number generation, and provides tools for managing high-performance computing (HPC) array jobs submitted to schedulers such as SLURM. For a pedagogical introduction to the package see Sigal and Chalmers (2016) doi:10.1080/10691898.2016.1246953. For a more in-depth overview of the package and its design philosophy see Chalmers and Adkins (2020) doi:10.20982/tqmp.16.4.p248.

Install

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

install.packages("SimDesign", 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("philchalmers/SimDesign")

Development version from philchalmers/SimDesign. 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-simdesign

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-SimDesign

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-SimDesign

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

Health

CRAN checks

3ERROR10OK

Failing flavors

ERROR r-oldrel-macos-arm64
ERROR r-oldrel-macos-x86_64
ERROR r-release-macos-arm64

Slowest check: 5.2 min · r-release-macos-x86_64

Code health

Yes

Tests · ratio 0.14

0.0%

Coverage · measured lines

100%

Documentation · exports

17

Dependencies · direct

Check history

ERROR2026-07-28
6 OK · 3 NOTE · 0 WARNING · 4 ERROR · 0 FAILURE
NOTE2026-07-16
10 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-05-02
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-25
11 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
NOTE2026-03-10
11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 174 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 60%
Documented parameters: 95%
Return-value docs: 50%
References docs: 80%

Downloads

129.1K

CRAN downloads in the past year

Rank #1,169 · ~354/day · ~10.8K/mo

Releases R versions

Daily download trend is not available in this view yet.

10.7K30 days

30.3K90 days

129.1K1 year

Compare downloads with other packages →

Also on960 r2u16 autocran2.4K conda_forge

Repository

GitHub ↗ philchalmers/simdesign

64Stars

25Forks

0Open issues

0Open PRs

49Releases

1,534Commits

7Contributors

rsimulationsimulation-frameworkmonte-carlo-simulation

1,534 commits · Last activity 2026-08-12 · 0% stars, 30d

Stars over time

2024-11-21 · 612026-07-07 · 64

Repository practices

Upstream repositoryBeta

4 development-tooling and community-health practices detected across 3 families in the upstream repository

Checks run against github.com/philchalmers/simdesign on 2026-08-09.

Continuous integration (2)

GitHub ActionsTravis CI

Reproducibility and dev environment (1)

Makefile

Lint, format, editor (1)

RStudio project

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

Development tooling

AI-assisted toolingBeta

Uses AI-assisted development tooling (declared in repo)

Earliest detected marker: claude on 2026-05-01

claude

Most recent: claude on 2026-05-01

Evidence

claude: on 2026-05-01 · evidence B, D

How this is detected·Detection ruleset v2 (updated 2026-07-29)

Dependencies

Declared dependencies

30 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.1.0

Imports (17)

methodstestthatparallelparallelly dplyr sessioninfo beepr pbapply future future.apply progressr R.utilscodetoolsclipr e1071 qs2stats

LinkingTo (0)

none

Suggests (17)

snow knitr ggplot2 tidyr purrr shiny copula extraDistr renv cli job future.batchtools FrF2 rmarkdown RPushbullet mirai httr

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

7direct

49indirect

SimNPH Spower FluxPoint mirt mxfda futurize progressify

Code & Tests

Datasets

People & History

People (5)

Maintainer (1)

Phil Chalmers

Author, Maintainer

Authors (2)

Phil Chalmers

Author, Maintainer

Mikko Rönkkö

Author · added in 2.22

Contributors (3)

Moritz Ketzer

Contributor · added in 2.19.1

Ogreden Oguzhan

Contributor · added in 1.10.1

Matthew Sigal

Contributor · added in 1.7

Listed in earlier versions (1)

Mikko Ronkko

no longer listed · 2.15 to 2.21

Package Timeline

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

2.26Latest
2026-07-27 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
2.25
2026-03-31 · diff ↗
2.24
2026-02-24 · diff ↗
2.23
2026-02-10 · diff ↗
2.22
2025-12-17 · diff ↗
2.21
2025-09-18 · diff ↗
2.20.0
2025-07-16 · diff ↗
R
R 4.5.0 released · 2025-04-11
2.19.2
2025-03-28 · diff ↗
2.19.1
2025-03-17 · diff ↗
2.18
2024-12-14 · diff ↗
2.17.1
2024-08-17 · diff ↗
2.16
2024-07-08 · diff ↗
2.15.1
2024-04-24 · diff ↗
R
R 4.4.0 released · 2024-04-24

Show 48 earlier events

2.15
2024-04-11 · diff ↗
2.14
2024-01-09 · diff ↗
2.13
2023-10-17 · diff ↗
2.12
2023-07-07 · diff ↗
2.11
2023-05-25 · diff ↗
R
R 4.3.0 released · 2023-04-21
2.10.1
2023-02-01 · diff ↗
2.10
2023-01-24 · diff ↗
2.9.1
2022-08-30 · diff ↗
2.9
2022-08-09 · diff ↗
R
R 4.2.0 released · 2022-04-22
2.8
2021-12-08 · diff ↗
2.7.1
2021-09-02 · diff ↗
2.7
2021-08-13 · diff ↗
2.6
2021-06-28 · diff ↗
2.5
2021-06-01 · diff ↗
R
R 4.1.0 released · 2021-05-18
2.3
2021-04-07 · diff ↗
2.2
2020-11-07 · diff ↗
2.1
2020-09-16 · diff ↗
R
R 4.0.0 released · 2020-04-24
2.0.1
2020-01-20 · diff ↗
1.14
2019-06-28 · diff ↗
R
R 3.6.0 released · 2019-04-26
1.13
2019-01-18 · diff ↗
1.11
2018-07-17 · diff ↗
1.10.1
2018-05-20 · diff ↗
R
R 3.5.0 released · 2018-04-23
1.9
2018-01-26 · diff ↗
1.8
2017-10-30 · diff ↗
1.7
2017-08-15 · diff ↗
R
R 3.4.0 released · 2017-04-21
1.6
2017-04-09 · diff ↗
1.5
2017-02-01 · diff ↗
1.4
2016-11-06 · diff ↗
1.3
2016-09-26 · diff ↗
1.2
2016-09-09 · diff ↗
1.1
2016-08-10 · diff ↗
1.0
2016-06-12 · diff ↗
R
R 3.3.0 released · 2016-05-03
0.9
2016-04-27 · diff ↗
0.8
2016-03-23 · diff ↗
0.7
2016-02-21 · diff ↗
0.6
2016-01-21 · diff ↗
0.5
2015-12-22 · diff ↗
0.4.1
2015-11-20 · diff ↗
0.3
2015-10-05
R
R 3.2.0 released · 2015-04-16

Package metadata

First published: 2015-10-05
Total releases: 52 / 11 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 4.1.0
Bundled data: 3.0 KB / 2 files
Download size: 2.3 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("SimDesign")

Format

Chalmers, P., Ketzer, M., Oguzhan, O., Rönkkö, M., & Sigal, M. (2026). SimDesign: Structure for Organizing Monte Carlo Simulation Designs (Version 2.26) [Computer software]. https://doi.org/10.32614/CRAN.package.SimDesign

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 SimDesign version 2.26 [Data set]. HJJB, LLC. Data release v2026-08-15. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-15, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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