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SimDesign

Structure for organizing Monte Carlo simulations in R

https://github.com/philchalmers/simdesign

Science Score: 39.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ○
    CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ✓
    DOI references
    Found 3 DOI reference(s) in README
  • ○
    Academic publication links
  • ○
    Committers with academic emails
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (12.2%) to scientific vocabulary

Keywords

monte-carlo-simulation r simulation simulation-framework
Last synced: 6 months ago · JSON representation

Repository

Structure for organizing Monte Carlo simulations in R

Basic Info
Statistics
  • Stars: 61
  • Watchers: 6
  • Forks: 20
  • Open Issues: 0
  • Releases: 43
Topics
monte-carlo-simulation r simulation simulation-framework
Created over 10 years ago · Last pushed 6 months ago
Metadata Files
Readme Changelog

README.md

SimDesign

Structure for Organizing Monte Carlo Simulation Designs

Installation

To install the latest stable version of the package from CRAN, please use the following in your R console:

r install.packages('SimDesign')

To install the Github version of the package with devtools, type the following (assuming you have already installed the devtools package from CRAN).

r library('devtools') install_github('philchalmers/SimDesign')

Getting started

For a description pertaining to the philosophy and general workflow of the package it is helpful to first read through the following: Chalmers, R. Philip, Adkins, Mark C. (2020) Writing Effective and Reliable Monte Carlo Simulations with the SimDesign Package, The Quantitative Methods for Psychology, 16(4), 248-280. doi: 10.20982/tqmp.16.4.p248

Coding examples found within this article range from relatively simple (e.g., a re-implementation of one of Hallgren's (2013) simulation study examples, as well as possible extensions to the simulation design) to more advanced real-world simulation experiments (e.g., Flora and Curran's (2004) simulation study). For additional information and instructions about how to use the package please refer to the examples in the associated Github wiki.

Owner

  • Name: Phil Chalmers
  • Login: philchalmers
  • Kind: user
  • Location: Toronto, Canada
  • Company: York University

Assistant Professor

GitHub Events

Total
  • Create event: 2
  • Release event: 2
  • Issues event: 53
  • Watch event: 1
  • Issue comment event: 124
  • Push event: 246
  • Gollum event: 2
  • Pull request event: 5
  • Pull request review event: 2
  • Fork event: 2
Last Year
  • Create event: 2
  • Release event: 2
  • Issues event: 53
  • Watch event: 1
  • Issue comment event: 124
  • Push event: 246
  • Gollum event: 2
  • Pull request event: 5
  • Pull request review event: 2
  • Fork event: 2

Committers

Last synced: 9 months ago

All Time
  • Total Commits: 1,323
  • Total Committers: 5
  • Avg Commits per committer: 264.6
  • Development Distribution Score (DDS): 0.019
Past Year
  • Commits: 225
  • Committers: 3
  • Avg Commits per committer: 75.0
  • Development Distribution Score (DDS): 0.076
Top Committers
Name Email Commits
Phil Chalmers r****s@g****m 1,298
Moritz Ketzer 4****r 15
Matthew Sigal m****l@g****m 5
Oğuzhan Öğreden o****n@o****m 3
emstruong 1****g 2
Committer Domains (Top 20 + Academic)
oguzhanogreden.com: 1

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 62
  • Total pull requests: 11
  • Average time to close issues: 6 days
  • Average time to close pull requests: 5 days
  • Total issue authors: 23
  • Total pull request authors: 4
  • Average comments per issue: 3.97
  • Average comments per pull request: 1.55
  • Merged pull requests: 10
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 26
  • Pull requests: 7
  • Average time to close issues: 1 day
  • Average time to close pull requests: 8 days
  • Issue authors: 5
  • Pull request authors: 2
  • Average comments per issue: 4.15
  • Average comments per pull request: 1.86
  • Merged pull requests: 7
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • emstruong (22)
  • mronkko (9)
  • marklhc (4)
  • bsiepe (3)
  • philchalmers (3)
  • topherwhatever (2)
  • stonegold546 (2)
  • jgman86 (2)
  • moritzketzer (1)
  • kneijenhuijs (1)
  • luca-scr (1)
  • venpopov (1)
  • jploetner (1)
  • egarpor (1)
  • oguzhanogreden (1)
Pull Request Authors
  • moritzketzer (6)
  • emstruong (3)
  • mattsigal (2)
  • oguzhanogreden (1)
Top Labels
Issue Labels
Pull Request Labels

Packages

  • Total packages: 1
  • Total downloads:
    • cran 6,004 last-month
  • Total dependent packages: 4
  • Total dependent repositories: 4
  • Total versions: 46
  • Total maintainers: 1
cran.r-project.org: SimDesign

Structure for Organizing Monte Carlo Simulation Designs

  • Versions: 46
  • Dependent Packages: 4
  • Dependent Repositories: 4
  • Downloads: 6,004 Last month
Rankings
Forks count: 5.2%
Stargazers count: 6.3%
Downloads: 9.5%
Average: 10.7%
Dependent repos count: 14.5%
Dependent packages count: 18.1%
Maintainers (1)
rphilip.chalmers@gmail.com
Last synced: 6 months ago

Dependencies

DESCRIPTION cran
  • R >= 3.5.0 depends
  • RPushbullet * imports
  • beepr * imports
  • dplyr * imports
  • foreach * imports
  • methods * imports
  • parallel * imports
  • pbapply >= 1.3 imports
  • sessioninfo * imports
  • stats * imports
  • copula * suggests
  • doMPI * suggests
  • extraDistr * suggests
  • ggplot2 * suggests
  • knitr * suggests
  • purrr * suggests
  • renv * suggests
  • rmarkdown * suggests
  • shiny * suggests
  • tidyr * suggests