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SimDesign
View on CRAN: Click
here
Download and install SimDesign package within the R console
Install from CRAN:
install.packages("SimDesign")
Install from Github:
library("remotes")
install_github("cran/SimDesign")
Install by package version:
library("remotes")
install_version("SimDesign", "2.18")
Attach the package and use:
library("SimDesign")
Maintained by
Phil Chalmers
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
10.32614/CRAN.package.SimDesign . http://philchalmers.github.io/SimDesign/ . https://github.com/philchalmers/SimDesign/wiki . SimDesign citation info . SimDesign results . SimDesign.pdf . Introduction to the SimDesign package . SimDesign_2.18.tar.gz . SimDesign_2.18.zip . SimDesign_2.18.zip . SimDesign_2.18.zip . SimDesign_2.18.tgz . SimDesign_2.18.tgz . SimDesign_2.18.tgz . SimDesign_2.18.tgz . SimDesign_2.18.tgz . SimDesign_2.18.tgz . SimDesign archive . https://CRAN.R-project.org/package=SimDesign .
First Published: 2015-10-05
Latest Update: 2024-01-09
Description:
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>.
How to cite:
Phil Chalmers (2015). SimDesign: Structure for Organizing Monte Carlo Simulation Designs. R package version 2.18, https://cran.r-project.org/web/packages/SimDesign. Accessed 28 Feb. 2025.
Previous versions and publish date:
0.3 (2015-10-05 12:37), 0.4.1 (2015-11-20 08:30), 0.5 (2015-12-22 08:01), 0.6 (2016-01-21 17:03), 0.7 (2016-02-21 19:51), 0.8 (2016-03-23 00:35), 0.9 (2016-04-27 13:30), 1.0 (2016-06-12 17:23), 1.1 (2016-08-10 21:26), 1.2 (2016-09-09 19:56), 1.3 (2016-09-26 14:35), 1.4 (2016-11-06 23:34), 1.5 (2017-02-01 01:30), 1.6 (2017-04-09 23:02), 1.7 (2017-08-15 05:19), 1.8 (2017-10-30 00:15), 1.9 (2018-01-26 22:33), 1.10.1 (2018-05-20 05:51), 1.11 (2018-07-17 06:30), 1.13 (2019-01-18 16:10), 1.14 (2019-06-28 10:40), 2.0.1 (2020-01-20 20:00), 2.1 (2020-09-16 19:30), 2.2 (2020-11-07 06:30), 2.3 (2021-04-07 20:40), 2.5 (2021-06-01 09:40), 2.6 (2021-06-28 19:00), 2.7.1 (2021-09-02 09:30), 2.7 (2021-08-13 21:40), 2.8 (2021-12-08 21:10), 2.9.1 (2022-08-30 17:20), 2.9 (2022-08-09 18:10), 2.10.1 (2023-02-01 16:30), 2.10 (2023-01-24 18:10), 2.11 (2023-05-25 18:30), 2.12 (2023-07-07 18:40), 2.13 (2023-10-17 17:40), 2.14 (2024-01-09 10:10), 2.15.1 (2024-04-24 18:10), 2.15 (2024-04-11 10:30), 2.16 (2024-07-08 18:20), 2.17.1 (2024-08-17 07:00)
Other packages that cited SimDesign R package
View SimDesign citation profile
Other R packages that SimDesign depends,
imports, suggests or enhances
Complete documentation for SimDesign
Functions, R codes and Examples using
the SimDesign R package
Some associated functions: Analyse . AnalyseIf . Attach . BF_sim . BF_sim_alternative . CC . ECR . EDR . Generate . IRMSE . MAE . MSRSE . RAB . RD . RE . RMSE . RSE . Serlin2000 . SimAnova . SimCheck . SimClean . SimDesign . SimExtract . SimFunctions . SimResults . SimShiny . Summarise . add_missing . aggregate_simulations . bias . boot_predict . createDesign . quiet . rHeadrick . rValeMaurelli . rbind.SimDesign . reSummarise . rejectionSampling . rint . rinvWishart . rmgh . rmvnorm . rmvt . rtruncate . runSimulation .
Some associated R codes: AnalyseIf.R . Attach.R . Design.R . Serlin2000.R . SimAnova.R . SimBoot.R . SimCheck.R . SimClean.R . SimDesign.R . SimExtract.R . SimFunctions.R . SimResults.R . SimShiny.R . add_missing.R . aggregate_simulations.R . analysis.R . boot_predict.R . functions.R . rbind.SimDesign.R . reSummarise.R . rejectionSampling.R . rgenerate.R . rtruncate.R . runSimulation.R . summary_functions.R . util.R . zzz.R . Full SimDesign package functions and examples
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