SimDesign: Structure for Organizing Monte Carlo Simulation Designs

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>.

Version: 2.21
Depends: R (≥ 4.1.0)
Imports: methods, testthat, parallel, parallelly, dplyr, sessioninfo, beepr, pbapply (≥ 1.3-0), future, future.apply, progressr, R.utils, codetools, clipr, stats
Published: 2025年09月18日
Author: Phil Chalmers ORCID iD [aut, cre], Matthew Sigal [ctb], Ogreden Oguzhan [ctb], Mikko Ronkko [ctb], Moritz Ketzer [ctb]
Maintainer: Phil Chalmers <rphilip.chalmers at gmail.com>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
Materials: README, NEWS
CRAN checks: SimDesign results

Documentation:

Reference manual: SimDesign.html , SimDesign.pdf

Downloads:

Package source: SimDesign_2.21.tar.gz
Windows binaries: r-devel: SimDesign_2.21.zip, r-release: SimDesign_2.21.zip, r-oldrel: SimDesign_2.21.zip
macOS binaries: r-release (arm64): SimDesign_2.21.tgz, r-oldrel (arm64): SimDesign_2.21.tgz, r-release (x86_64): SimDesign_2.21.tgz, r-oldrel (x86_64): SimDesign_2.21.tgz
Old sources: SimDesign archive

Reverse dependencies:

Reverse depends: SimNPH, Spower
Reverse imports: autoFC, mirt, mobileRNA, mxfda, NPCDTools

Linking:

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