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: 2.19.2 Depends: R (≥ 4.1.0) Imports: methods, testthat, parallel, parallelly, dplyr, sessioninfo, beepr, pbapply (≥ 1.3-0), future, future.apply, progressr, R.utils, stats Suggests: knitr, ggplot2, tidyr, purrr, shiny, copula, extraDistr, renv, cli, job, future.batchtools, FrF2, rmarkdown, RPushbullet, httr Published: 2025-03-28 DOI: 10.32614/CRAN.package.SimDesign Author: Phil Chalmers [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)] URL: http://philchalmers.github.io/SimDesign/, https://github.com/philchalmers/SimDesign/wiki NeedsCompilation: no Citation: SimDesign citation info Materials: README NEWS CRAN checks: SimDesign resultsRetroSearch is an open source project built by @garambo | Open a GitHub Issue
Search and Browse the WWW like it's 1997 | Search results from DuckDuckGo
HTML:
3.2
| Encoding:
UTF-8
| Version:
0.7.4