SimDesign

2.25

Structure for Organizing Monte Carlo Simulation Designs

7packages depend

125.2Kdownloads / year

2.2%test coverage

8/13checks pass

Overview

About

Maintained by Phil ChalmersFirst published 2015-10-0551 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)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

# 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

5NOTE8OK

Failing flavors

NOTE r-devel-linux-x86_64-debian-clang
NOTE r-devel-linux-x86_64-debian-gcc
NOTE r-devel-linux-x86_64-fedora-clang
NOTE r-devel-linux-x86_64-fedora-gcc
NOTE r-devel-windows-x86_64

Slowest check: 4.8 min · r-oldrel-windows-x86_64

Check history

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

Documentation signals are not tracked yet for this package.

Downloads

125.2K

CRAN downloads in the past year

Rank #1,222 · ~343/day · ~10.4K/mo

SimDesign Releases R versions

Daily download trend is not available in this view yet.

7.7K30 days

29.8K90 days

125.2K1 year

Compare downloads with other packages →

Also on841 r2u29 autocran2.4K conda_forge

Repository

GitHub ↗ philchalmers/simdesign

64Stars

24Forks

0Open issues

0Open PRs

48Releases

1,505Commits

7Contributors

rsimulationsimulation-frameworkmonte-carlo-simulation

1,505 commits · Last activity 2026-07-23 · 0% stars, 30d

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 2026-07-19.

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)

Dependencies

Declared dependencies

30 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.1.0

Imports (18)

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

LinkingTo (0)

none

Suggests (16)

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

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

7direct

48indirect

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

51 releases. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
2.25Latest
2026-03-31 · current release · 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
2.15
2024-04-11 · diff ↗

Show 47 earlier events

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: 51 / 11 yrs
License: GPL (>= 2) OSI
Download size: 2.3 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Report a problem with this page →