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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: | 2.17.1 |
Depends: | R (≥ 3.5.0) |
Imports: | methods, testthat, parallel, parallelly, snow, dplyr, sessioninfo, beepr, pbapply (≥ 1.3-0), RPushbullet, future, future.apply, progressr, R.utils, stats |
Suggests: | knitr, ggplot2, tidyr, purrr, shiny, copula, extraDistr, renv, cli, job, future.batchtools, FrF2, rmarkdown |
Published: | 2024-08-17 |
DOI: | 10.32614/CRAN.package.SimDesign |
Author: | Phil Chalmers [aut, cre], Matthew Sigal [ctb], Ogreden Oguzhan [ctb], Mikko Ronkko [ctb] |
Maintainer: | Phil Chalmers <rphilip.chalmers at gmail.com> |
License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
URL: | http://philchalmers.github.io/SimDesign/, https://github.com/philchalmers/SimDesign/wiki |
NeedsCompilation: | no |
Citation: | SimDesign citation info |
Materials: | README NEWS |
CRAN checks: | SimDesign results |
Package source: | SimDesign_2.17.1.tar.gz |
Windows binaries: | r-devel: SimDesign_2.17.1.zip, r-release: SimDesign_2.17.1.zip, r-oldrel: SimDesign_2.17.1.zip |
macOS binaries: | r-release (arm64): SimDesign_2.17.1.tgz, r-oldrel (arm64): SimDesign_2.17.1.tgz, r-release (x86_64): SimDesign_2.17.1.tgz, r-oldrel (x86_64): SimDesign_2.17.1.tgz |
Old sources: | SimDesign archive |
Reverse depends: | SimNPH |
Reverse imports: | autoFC, mirt, mobileRNA, mxfda, NPCDTools |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.