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, and implicitly supports parallel processing. 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: | 2.9 |
| Depends: | R (≥ 3.5.0) |
| Imports: | foreach, methods, parallel, dplyr, sessioninfo, beepr, pbapply (≥ 1.3-0), RPushbullet, stats |
| Suggests: | knitr, ggplot2, tidyr, purrr, shiny, doMPI, copula, extraDistr, renv, rmarkdown |
| Published: | 2022-08-09 |
| Author: | Phil Chalmers 
[aut, cre],
Matthew Sigal [ctb],
Ogreden Oguzhan [ctb] |
| Maintainer: | Phil Chalmers <rphilip.chalmers at gmail.com> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | https://github.com/philchalmers/SimDesign, https://github.com/philchalmers/SimDesign/wiki |
| NeedsCompilation: | no |
| Citation: | SimDesign citation info |
| Materials: | NEWS |
| CRAN checks: | SimDesign results |
Documentation:
Downloads:
| Package source: | SimDesign_2.9.tar.gz |
| Windows binaries: | r-devel: SimDesign_2.9.zip, r-release: SimDesign_2.9.zip, r-oldrel: SimDesign_2.9.zip |
| macOS binaries: | r-release (arm64): SimDesign_2.9.tgz, r-oldrel (arm64): SimDesign_2.9.tgz, r-release (x86_64): SimDesign_2.9.tgz, r-oldrel (x86_64): SimDesign_2.9.tgz |
| Old sources: | SimDesign archive |
Linking:
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