Provides tools to help safely and efficiently organize Monte Carlo simulations in R. The package controls the structure and back-end of Monte Carlo simulations by utilizing a general generate-analyse-summarise strategy. The functions provided control common simulation issues such as re-simulating non-convergent results, support parallel back-end and MPI distributed computations, save and restore temporary files, aggregate results across independent nodes, and provide native support for debugging. For a pedagogical introduction to the package refer to Sigal and Chalmers (2016) <doi:10.1080/10691898.2016.1246953>.
Version: | 2.0.1 |
Depends: | R (≥ 3.2.1) |
Imports: | foreach, methods, parallel, plyr, dplyr, pbapply (≥ 1.3-0), stats |
Suggests: | knitr, ggplot2, tidyr, shiny, doMPI, copula, extraDistr, rmarkdown |
Published: | 2020-01-20 |
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 |
CRAN checks: | SimDesign results |
Reference manual: | SimDesign.pdf |
Vignettes: |
Catching errors Exporting objects and functions from the workspace Parallel computing Saving additional simulation results and state Introduction to the SimDesign package |
Package source: | SimDesign_2.0.1.tar.gz |
Windows binaries: | r-devel: SimDesign_2.0.1.zip, r-release: SimDesign_2.0.1.zip, r-oldrel: SimDesign_2.0.1.zip |
macOS binaries: | r-release: SimDesign_2.0.1.tgz, r-oldrel: SimDesign_2.0.1.tgz |
Old sources: | SimDesign archive |
Reverse suggests: | mirtCAT |
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