JOSS: https://github.com/kgoldfeld/simstudy/

data-generation data-simulation r simulation statistical-models

Score: 7.352441100243583

Last synced: about 6 hours ago
JSON representation

Repository metadata:

simstudy: Illuminating research methods through data generation

Host: GitHub
URL: https://github.com/kgoldfeld/simstudy/
Owner: kgoldfeld
License: gpl-3.0
Created: 2016-06-17T13:56:22.000Z (about 10 years ago)
Default Branch: main
Last Pushed: 2026-02-09T16:02:17.000Z (4 months ago)
Last Synced: 2026-02-23T13:45:39.619Z (4 months ago)
Topics: data-generation, data-simulation, r, simulation, statistical-models
Language: R
Homepage: https://kgoldfeld.github.io/simstudy/
Size: 69.5 MB
Stars: 84
Watchers: 5
Forks: 9
Open Issues: 20
Metadata Files:
- Readme: README.Rmd
- Changelog: NEWS.md
- Contributing: .github/CONTRIBUTING.md
- License: LICENSE
- Code of conduct: .github/CODE_OF_CONDUCT.md
- Citation: CITATION.cff
- Support: .github/SUPPORT.md
- Codemeta: codemeta.json

CodeMeta metadata:

@context:
- https://doi.org/10.5063/schema/codemeta-2.0
- http://schema.org
@type: SoftwareSourceCode
Identifier: simstudy
Description: Simulates data sets in order to explore modeling techniques or better understand data generating processes. The user specifies a set of relationships between covariates, and generates data based on these specifications. The final data sets can represent data from randomized control trials, repeated measure (longitudinal) designs, and cluster randomized trials. Missingness can be generated using various mechanisms (MCAR, MAR, NMAR).
Name: simstudy: Simulation of Study Data
Code repository: https://github.com/kgoldfeld/simstudy
Related link:
- https://kgoldfeld.github.io/simstudy/
- https://kgoldfeld.github.io/simstudy/dev/
- https://CRAN.R-project.org/package=simstudy
Issue tracker: https://github.com/kgoldfeld/simstudy/issues
License: https://spdx.org/licenses/GPL-3.0
Version: 0.3.0.9000
Programming language:
- @type: ComputerLanguage
- Name: R
- Url: https://r-project.org
Runtime platform: R version 4.1.2 (2021-11-01)
Provider:
- @id: https://cran.r-project.org
- @type: Organization
- Name: Comprehensive R Archive Network (CRAN)
- Url: https://cran.r-project.org
Author:
- - @type: Person
  - Given name: Keith
  - Family name: Goldfeld
  - Email: keith.goldfeld@nyulangone.org
  - @id: https://orcid.org/0000-0002-0292-8780
- - @type: Person
  - Given name: Jacob
  - Family name: Wujciak-Jens
  - Email: jacob@wujciak.de
  - @id: https://orcid.org/0000-0002-7281-3989
Contributor:
Copyright holder:
Funder:
Maintainer:
- - @type: Person
  - Given name: Keith
  - Family name: Goldfeld
  - Email: keith.goldfeld@nyulangone.org
  - @id: https://orcid.org/0000-0002-0292-8780
Software suggestions:
- - @type: SoftwareApplication
  - Identifier: covr
  - Name: covr
  - Provider:
    - @id: https://cran.r-project.org
    - @type: Organization
    - Name: Comprehensive R Archive Network (CRAN)
    - Url: https://cran.r-project.org
  - Same as: https://CRAN.R-project.org/package=covr
- - @type: SoftwareApplication
  - Identifier: dplyr
  - Name: dplyr
  - Provider:
    - @id: https://cran.r-project.org
    - @type: Organization
    - Name: Comprehensive R Archive Network (CRAN)
    - Url: https://cran.r-project.org
  - Same as: https://CRAN.R-project.org/package=dplyr
- - @type: SoftwareApplication
  - Identifier: formatR
  - Name: formatR
  - Provider:
    - @id: https://cran.r-project.org
    - @type: Organization
    - Name: Comprehensive R Archive Network (CRAN)
    - Url: https://cran.r-project.org
  - Same as: https://CRAN.R-project.org/package=formatR
- - @type: SoftwareApplication
  - Identifier: gee
  - Name: gee
  - Provider:
    - @id: https://cran.r-project.org
    - @type: Organization
    - Name: Comprehensive R Archive Network (CRAN)
    - Url: https://cran.r-project.org
  - Same as: https://CRAN.R-project.org/package=gee
- - @type: SoftwareApplication
  - Identifier: ggplot2
  - Name: ggplot2
  - Provider:
    - @id: https://cran.r-project.org
    - @type: Organization
    - Name: Comprehensive R Archive Network (CRAN)
    - Url: https://cran.r-project.org
  - Same as: https://CRAN.R-project.org/package=ggplot2
- - @type: SoftwareApplication
  - Identifier: grid
  - Name: grid
- - @type: SoftwareApplication
  - Identifier: gridExtra
  - Name: gridExtra
  - Provider:
    - @id: https://cran.r-project.org
    - @type: Organization
    - Name: Comprehensive R Archive Network (CRAN)
    - Url: https://cran.r-project.org
  - Same as: https://CRAN.R-project.org/package=gridExtra
- - @type: SoftwareApplication
  - Identifier: hedgehog
  - Name: hedgehog
  - Provider:
    - @id: https://cran.r-project.org
    - @type: Organization
    - Name: Comprehensive R Archive Network (CRAN)
    - Url: https://cran.r-project.org
  - Same as: https://CRAN.R-project.org/package=hedgehog
- - @type: SoftwareApplication
  - Identifier: knitr
  - Name: knitr
  - Provider:
    - @id: https://cran.r-project.org
    - @type: Organization
    - Name: Comprehensive R Archive Network (CRAN)
    - Url: https://cran.r-project.org
  - Same as: https://CRAN.R-project.org/package=knitr
- - @type: SoftwareApplication
  - Identifier: magrittr
  - Name: magrittr
  - Provider:
    - @id: https://cran.r-project.org
    - @type: Organization
    - Name: Comprehensive R Archive Network (CRAN)
    - Url: https://cran.r-project.org
  - Same as: https://CRAN.R-project.org/package=magrittr
- - @type: SoftwareApplication
  - Identifier: Matrix
  - Name: Matrix
  - Provider:
    - @id: https://cran.r-project.org
    - @type: Organization
    - Name: Comprehensive R Archive Network (CRAN)
    - Url: https://cran.r-project.org
  - Same as: https://CRAN.R-project.org/package=Matrix
- - @type: SoftwareApplication
  - Identifier: mgcv
  - Name: mgcv
  - Provider:
    - @id: https://cran.r-project.org
    - @type: Organization
    - Name: Comprehensive R Archive Network (CRAN)
    - Url: https://cran.r-project.org
  - Same as: https://CRAN.R-project.org/package=mgcv
- - @type: SoftwareApplication
  - Identifier: ordinal
  - Name: ordinal
  - Provider:
    - @id: https://cran.r-project.org
    - @type: Organization
    - Name: Comprehensive R Archive Network (CRAN)
    - Url: https://cran.r-project.org
  - Same as: https://CRAN.R-project.org/package=ordinal
- - @type: SoftwareApplication
  - Identifier: pracma
  - Name: pracma
  - Provider:
    - @id: https://cran.r-project.org
    - @type: Organization
    - Name: Comprehensive R Archive Network (CRAN)
    - Url: https://cran.r-project.org
  - Same as: https://CRAN.R-project.org/package=pracma
- - @type: SoftwareApplication
  - Identifier: rmarkdown
  - Name: rmarkdown
  - Provider:
    - @id: https://cran.r-project.org
    - @type: Organization
    - Name: Comprehensive R Archive Network (CRAN)
    - Url: https://cran.r-project.org
  - Same as: https://CRAN.R-project.org/package=rmarkdown
- - @type: SoftwareApplication
  - Identifier: scales
  - Name: scales
  - Provider:
    - @id: https://cran.r-project.org
    - @type: Organization
    - Name: Comprehensive R Archive Network (CRAN)
    - Url: https://cran.r-project.org
  - Same as: https://CRAN.R-project.org/package=scales
- - @type: SoftwareApplication
  - Identifier: splines
  - Name: splines
- - @type: SoftwareApplication
  - Identifier: survival
  - Name: survival
  - Provider:
    - @id: https://cran.r-project.org
    - @type: Organization
    - Name: Comprehensive R Archive Network (CRAN)
    - Url: https://cran.r-project.org
  - Same as: https://CRAN.R-project.org/package=survival
- - @type: SoftwareApplication
  - Identifier: testthat
  - Name: testthat
  - Provider:
    - @id: https://cran.r-project.org
    - @type: Organization
    - Name: Comprehensive R Archive Network (CRAN)
    - Url: https://cran.r-project.org
  - Same as: https://CRAN.R-project.org/package=testthat
- - @type: SoftwareApplication
  - Identifier: gtsummary
  - Name: gtsummary
  - Provider:
    - @id: https://cran.r-project.org
    - @type: Organization
    - Name: Comprehensive R Archive Network (CRAN)
    - Url: https://cran.r-project.org
  - Same as: https://CRAN.R-project.org/package=gtsummary
Software requirements:
- - @type: SoftwareApplication
  - Identifier: R
  - Name: R
  - Version: >= 3.3.0
- - @type: SoftwareApplication
  - Identifier: data.table
  - Name: data.table
  - Provider:
    - @id: https://cran.r-project.org
    - @type: Organization
    - Name: Comprehensive R Archive Network (CRAN)
    - Url: https://cran.r-project.org
  - Same as: https://CRAN.R-project.org/package=data.table
- - @type: SoftwareApplication
  - Identifier: glue
  - Name: glue
  - Provider:
    - @id: https://cran.r-project.org
    - @type: Organization
    - Name: Comprehensive R Archive Network (CRAN)
    - Url: https://cran.r-project.org
  - Same as: https://CRAN.R-project.org/package=glue
- - @type: SoftwareApplication
  - Identifier: methods
  - Name: methods
- - @type: SoftwareApplication
  - Identifier: mvnfast
  - Name: mvnfast
  - Provider:
    - @id: https://cran.r-project.org
    - @type: Organization
    - Name: Comprehensive R Archive Network (CRAN)
    - Url: https://cran.r-project.org
  - Same as: https://CRAN.R-project.org/package=mvnfast
- - @type: SoftwareApplication
  - Identifier: mvtnorm
  - Name: mvtnorm
  - Provider:
    - @id: https://cran.r-project.org
    - @type: Organization
    - Name: Comprehensive R Archive Network (CRAN)
    - Url: https://cran.r-project.org
  - Same as: https://CRAN.R-project.org/package=mvtnorm
- - @type: SoftwareApplication
  - Identifier: Rcpp
  - Name: Rcpp
  - Provider:
    - @id: https://cran.r-project.org
    - @type: Organization
    - Name: Comprehensive R Archive Network (CRAN)
    - Url: https://cran.r-project.org
  - Same as: https://CRAN.R-project.org/package=Rcpp
- - @type: SoftwareApplication
  - Identifier: backports
  - Name: backports
  - Provider:
    - @id: https://cran.r-project.org
    - @type: Organization
    - Name: Comprehensive R Archive Network (CRAN)
    - Url: https://cran.r-project.org
  - Same as: https://CRAN.R-project.org/package=backports
Release notes: https://github.com/kgoldfeld/simstudy/blob/master/NEWS.md
Readme: https://github.com/kgoldfeld/simstudy/blob/main/README.md
File size: 6381.75KB
Cont integration:
- https://github.com/kgoldfeld/simstudy/actions
- https://app.codecov.io/gh/kgoldfeld/simstudy
Development status: https://lifecycle.r-lib.org/articles/stages.html
Keywords:
- r
- data-simulation
- data-generation
- simulation
- statistical-models
Citation:
- - @type: ScholarlyArticle
  - Date published: 2020
  - Author:
    - - @type: Person
      - Given name: Keith
      - Family name: Goldfeld
    - - @type: Person
      - Given name: Jacob
      - Family name: Wujciak-Jens
  - Name: simstudy: Illuminating research methods through data generation
  - Identifier: 10.21105/joss.02763
  - Url: https://doi.org/10.21105/joss.02763
  - Pagination: 2763
  - @id: https://doi.org/10.21105/joss.02763
  - Same as: https://doi.org/10.21105/joss.02763
  - Is part of:
    - @type: PublicationIssue
    - Issue number: 54
    - Date published: 2020
    - Is part of:
      - @type:
        PublicationVolume
        Periodical
      - Volume number: 5
      - Name: Journal of Open Source Software

Owner metadata:

Name:
Login: kgoldfeld
Email:
Kind: user
Description:
Website:
Location:
Twitter:
Company:
Icon url: https://avatars.githubusercontent.com/u/5994273?v=4
Repositories: 2
Last Synced at: 2023-03-04T15:04:31.946Z
Profile URL: https://github.com/kgoldfeld

GitHub Events

Total

Create event: 5
Delete event: 2
Issue comment event: 18
Issues event: 4
Pull request event: 8
Pull request review comment event: 8
Pull request review event: 6
Push event: 85
Watch event: 5
Total: 141

Last Year

Create event: 5
Delete event: 2
Issue comment event: 18
Issues event: 4
Pull request event: 8
Pull request review comment event: 8
Pull request review event: 6
Push event: 85
Watch event: 3
Total: 139

Committers metadata

Last synced: 4 months ago

Total Commits: 781
Total Committers: 15
Avg Commits per committer: 52.067
Development Distribution Score (DDS): 0.736

Commits in past year: 33
Committers in past year: 3
Avg Commits per committer in past year: 11.0
Development Distribution Score (DDS) in past year: 0.576

Name	Email	Commits
Keith Goldfeld	k**d@g**m	206
Keith Goldfeld	k**d@n**g	201
assignUser	g**b@k**e	194
elinsooon	m**n@g**m	54
Keith Goldfeld	g**1@G**l	30
Keith Goldfeld	g**1@g**g	27
GitHub Actions	a**s@g**m	22
Keith Goldfeld	K**G@1**g	14
Keith Goldfeld	K**G@1**l	8
GertjanV	g****n	6
James Joseph Balamuta	b**2@i**u	6
Keith Goldfeld	k**g@K**l	5
Keith Goldfeld	g**1@1**l	5
Michael Bradley, Jr	m**r@g**m	2
Keith Goldfeld	K**G@K**d	1

Issue and Pull Request metadata

Last synced: 4 months ago

Total issues: 77
Total pull requests: 74
Average time to close issues: 5 months
Average time to close pull requests: 3 days
Total issue authors: 16
Total pull request authors: 4
Average comments per issue: 3.08
Average comments per pull request: 3.55
Merged pull request: 62
Bot issues: 0
Bot pull requests: 0

Past year issues: 4
Past year pull requests: 6
Past year average time to close issues: about 17 hours
Past year average time to close pull requests: 5 days
Past year issue authors: 2
Past year pull request authors: 2
Past year average comments per issue: 0.5
Past year average comments per pull request: 2.83
Past year merged pull request: 3
Past year bot issues: 0
Past year bot pull requests: 0

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/kgoldfeld/simstudy/

Top Issue Authors

kgoldfeld (47)
assignUser (9)
elinsooon (7)
gabgilling (2)
simonelgato (1)
NielsKrarup (1)
zackarno (1)
Alik-V (1)
moosterwegel (1)
momozinho (1)
ddsjoberg (1)
ecohen13 (1)
DAVIDCRUZ0202 (1)
lorenzoFabbri (1)
hebaalhosainyTU (1)

Top Pull Request Authors

kgoldfeld (53)
assignUser (12)
elinsooon (7)
mutlusun (2)

Top Issue Labels

feature (23)
bug (13)
question (2)
breaking change (1)

Top Pull Request Labels

docs (2)
feature (2)

ecosyste.ms

Data

Tools

Indexes

Applications

Experiments

Summary