ordinalsimr
R package and Shiny app for simulating ordinal endpoint results. Try it here: https://6fcd1k-pat.shinyapps.io/ordinalsimr/
Science Score: 67.0%
This score indicates how likely this project is to be science-related based on various indicators:
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✓CITATION.cff file
Found 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
Links to: zenodo.org -
○Committers with academic emails
-
○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (20.3%) to scientific vocabulary
Keywords
ordinal
r
shiny
Last synced: 6 months ago
·
JSON representation
·
Repository
R package and Shiny app for simulating ordinal endpoint results. Try it here: https://6fcd1k-pat.shinyapps.io/ordinalsimr/
Basic Info
- Host: GitHub
- Owner: NeuroShepherd
- License: other
- Language: R
- Default Branch: master
- Homepage: https://neuroshepherd.github.io/ordinalsimr/
- Size: 16.5 MB
Statistics
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 19
- Releases: 8
Topics
ordinal
r
shiny
Created almost 3 years ago
· Last pushed 7 months ago
Metadata Files
Readme
Changelog
License
Citation
README.Rmd
---
output: github_document
---
```{r, include = FALSE}
knitr::opts_chunk$set(
collapse = TRUE,
comment = "#>",
fig.path = "man/figures/README-",
out.width = "100%"
)
```
# ordinalsimr 
[](https://lifecycle.r-lib.org/articles/stages.html#experimental)
[](https://github.com/NeuroShepherd/ordinalsimr/actions/workflows/R-CMD-check.yaml)
[](https://CRAN.R-project.org/package=ordinalsimr)
[](https://app.codecov.io/gh/NeuroShepherd/ordinalsimr?branch=master)
[](https://doi.org/10.5281/zenodo.14697215)
The {ordinalsimr} package assists in constructing simulation studies of ordinal data comparing two groups. It is intended to facilitate translation of methodological advances into practical settings for e.g. applied statisticians and data analysts who want to determine an appropriate statistical test to apply on their data or a proposed distribution of data.
This package is primarily developed as a Shiny application which abstracts away the heavier coding aspect of setting up simulation studies. Instead, users can simply enter parameters and data distributions into the application, and save the results as an `.rds` file. The structure of the Shiny application only allows for one simulation to be specified at a time as opposed to a grid of parameters. However, the underlying functions for running the simulations are accessible. See `vignette("ordinalsimr")` for template code on setting up your own simulations manually.
## Installation
You can install the development version of ordinalsimr from GitHub with:
``` r
# install.packages("devtools")
devtools::install_github(
"NeuroShepherd/ordinalsimr",
build_vignettes = TRUE
)
```
## Running the App
The app can be started with the following code:
``` r
ordinalsimr::run_app()
```
If using the app repeatedly, it may be useful to change some of the options in the application to suit your needs. See the vignette "ordinalsimr-options" for more information, `vignette("ordinalsimr-options", package = "ordinalsimr")`.
## Recommendations
Simulations with 1000s of iterations *will* take minutes to hours to run. This should generally be ok on the Shiny app, but if you encounter issues, consider running the simulations in a separate R session using the functions provided in this package (rather than the Shiny app). See the vignette "coding-simulations" for more information, `vignette("coding-simulations", package = "ordinalsimr")`.
Owner
- Name: Pat
- Login: NeuroShepherd
- Kind: user
- Repositories: 2
- Profile: https://github.com/NeuroShepherd
Citation (CITATION.cff)
# --------------------------------------------
# CITATION file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
# --------------------------------------------
cff-version: 1.2.0
message: 'To cite package "ordinalsimr" in publications use:'
type: software
license: MIT
title: 'ordinalsimr: Compare Ordinal Endpoints Using Simulations'
version: 0.2.2
doi: 10.5281/zenodo.14697215
identifiers:
- type: doi
value: 10.32614/CRAN.package.ordinalsimr
abstract: Simultaneously evaluate multiple ordinal outcome measures. Applied data
analysts in particular are faced with uncertainty in choosing appropriate statistical
tests for ordinal data. The included 'shiny' application allows users to simulate
outcomes given different ordinal data distributions.
authors:
- family-names: Callahan
given-names: Pat
email: patricktcallahan18@gmail.com
orcid: https://orcid.org/0000-0003-1769-7580
preferred-citation:
type: generic
title: ordinalsimr
authors:
- family-names: Callahan
given-names: Pat
email: patricktcallahan18@gmail.com
orcid: https://orcid.org/0000-0003-1769-7580
doi: 10.5281/zenodo.14697215
year: '2025'
month: '1'
url: https://github.com/neuroshepherd/ordinalsimr
date-accessed: '2025-01-19'
copyright: MIT
abstract: Simultaneously evaluate multiple ordinal outcome measures. Applied data
analysts in particular are faced with uncertainty in choosing appropriate statistical
tests for ordinal data. The included 'shiny' applications allows users to simulate
outcomes given different ordinal data distributions.
repository: https://CRAN.R-project.org/package=ordinalsimr
repository-code: https://github.com/NeuroShepherd/ordinalsimr
url: https://neuroshepherd.github.io/ordinalsimr/
contact:
- family-names: Callahan
given-names: Pat
email: patricktcallahan18@gmail.com
orcid: https://orcid.org/0000-0003-1769-7580
keywords:
- ordinal
- r
- shiny
references:
- type: software
title: assertthat
abstract: 'assertthat: Easy Pre and Post Assertions'
notes: Imports
repository: https://CRAN.R-project.org/package=assertthat
authors:
- family-names: Wickham
given-names: Hadley
email: hadley@rstudio.com
year: '2025'
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- type: software
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abstract: 'bslib: Custom ''Bootstrap'' ''Sass'' Themes for ''shiny'' and ''rmarkdown'''
notes: Imports
url: https://rstudio.github.io/bslib/
repository: https://CRAN.R-project.org/package=bslib
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given-names: Carson
email: carson@posit.co
orcid: https://orcid.org/0000-0002-4958-2844
- family-names: Cheng
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- family-names: Aden-Buie
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orcid: https://orcid.org/0000-0002-7111-0077
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notes: Imports
url: https://callr.r-lib.org
repository: https://CRAN.R-project.org/package=callr
authors:
- family-names: Csárdi
given-names: Gábor
email: csardi.gabor@gmail.com
orcid: https://orcid.org/0000-0001-7098-9676
- family-names: Chang
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year: '2025'
doi: 10.32614/CRAN.package.callr
- type: software
title: coin
abstract: 'coin: Conditional Inference Procedures in a Permutation Test Framework'
notes: Imports
url: http://coin.r-forge.r-project.org
repository: https://CRAN.R-project.org/package=coin
authors:
- family-names: Hothorn
given-names: Torsten
email: Torsten.Hothorn@R-project.org
orcid: https://orcid.org/0000-0001-8301-0471
- family-names: Winell
given-names: Henric
orcid: https://orcid.org/0000-0001-7995-3047
- family-names: Hornik
given-names: Kurt
orcid: https://orcid.org/0000-0003-4198-9911
- family-names: Wiel
given-names: Mark A.
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year: '2025'
doi: 10.32614/CRAN.package.coin
- type: software
title: config
abstract: 'config: Manage Environment Specific Configuration Values'
notes: Imports
url: https://rstudio.github.io/config/
repository: https://CRAN.R-project.org/package=config
authors:
- family-names: Allaire
given-names: JJ
email: jj@rstudio.com
year: '2025'
doi: 10.32614/CRAN.package.config
version: '>= 0.3.1'
- type: software
title: dplyr
abstract: 'dplyr: A Grammar of Data Manipulation'
notes: Imports
url: https://dplyr.tidyverse.org
repository: https://CRAN.R-project.org/package=dplyr
authors:
- family-names: Wickham
given-names: Hadley
email: hadley@posit.co
orcid: https://orcid.org/0000-0003-4757-117X
- family-names: François
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orcid: https://orcid.org/0000-0002-2444-4226
- family-names: Henry
given-names: Lionel
- family-names: Müller
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orcid: https://orcid.org/0000-0002-1416-3412
- family-names: Vaughan
given-names: Davis
email: davis@posit.co
orcid: https://orcid.org/0000-0003-4777-038X
year: '2025'
doi: 10.32614/CRAN.package.dplyr
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abstract: 'DT: A Wrapper of the JavaScript Library ''DataTables'''
notes: Imports
url: https://github.com/rstudio/DT
repository: https://CRAN.R-project.org/package=DT
authors:
- family-names: Xie
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- family-names: Cheng
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email: joe@posit.co
- family-names: Tan
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year: '2025'
doi: 10.32614/CRAN.package.DT
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notes: Imports
url: https://ggplot2.tidyverse.org
repository: https://CRAN.R-project.org/package=ggplot2
authors:
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title: golem
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notes: Imports
url: https://thinkr-open.github.io/golem/
repository: https://CRAN.R-project.org/package=golem
authors:
- family-names: Fay
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year: '2025'
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notes: Imports
url: http://jrowen.github.io/rhandsontable/
repository: https://CRAN.R-project.org/package=rhandsontable
authors:
- family-names: Owen
given-names: Jonathan
email: jonathanro@gmail.com
year: '2025'
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- type: software
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abstract: 'rlang: Functions for Base Types and Core R and ''Tidyverse'' Features'
notes: Imports
url: https://rlang.r-lib.org
repository: https://CRAN.R-project.org/package=rlang
authors:
- family-names: Henry
given-names: Lionel
email: lionel@posit.co
- family-names: Wickham
given-names: Hadley
email: hadley@posit.co
year: '2025'
doi: 10.32614/CRAN.package.rlang
- type: software
title: rms
abstract: 'rms: Regression Modeling Strategies'
notes: Imports
url: https://hbiostat.org/R/rms/
repository: https://CRAN.R-project.org/package=rms
authors:
- family-names: Harrell Jr
given-names: Frank E
email: fh@fharrell.com
year: '2025'
doi: 10.32614/CRAN.package.rms
- type: software
title: shiny
abstract: 'shiny: Web Application Framework for R'
notes: Imports
url: https://shiny.posit.co/
repository: https://CRAN.R-project.org/package=shiny
authors:
- family-names: Chang
given-names: Winston
email: winston@posit.co
orcid: https://orcid.org/0000-0002-1576-2126
- family-names: Cheng
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email: joe@posit.co
- family-names: Allaire
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email: jj@posit.co
- family-names: Sievert
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email: carson@posit.co
orcid: https://orcid.org/0000-0002-4958-2844
- family-names: Schloerke
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email: barret@posit.co
orcid: https://orcid.org/0000-0001-9986-114X
- family-names: Xie
given-names: Yihui
email: yihui@posit.co
- family-names: Allen
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- family-names: McPherson
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year: '2025'
doi: 10.32614/CRAN.package.shiny
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- type: software
title: shinycssloaders
abstract: 'shinycssloaders: Add Loading Animations to a ''shiny'' Output While It''s
Recalculating'
notes: Imports
url: https://daattali.com/shiny/shinycssloaders-demo/
repository: https://CRAN.R-project.org/package=shinycssloaders
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orcid: https://orcid.org/0000-0002-5645-3493
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email: andras.sali@alphacruncher.hu
year: '2025'
doi: 10.32614/CRAN.package.shinycssloaders
- type: software
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abstract: 'shinyWidgets: Custom Inputs Widgets for Shiny'
notes: Imports
url: https://dreamrs.github.io/shinyWidgets/
repository: https://CRAN.R-project.org/package=shinyWidgets
authors:
- family-names: Perrier
given-names: Victor
email: victor.perrier@dreamrs.fr
- family-names: Meyer
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given-names: David
year: '2025'
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- type: software
title: stats
abstract: 'R: A Language and Environment for Statistical Computing'
notes: Imports
authors:
- name: R Core Team
institution:
name: R Foundation for Statistical Computing
address: Vienna, Austria
year: '2025'
- type: software
title: tidyr
abstract: 'tidyr: Tidy Messy Data'
notes: Imports
url: https://tidyr.tidyverse.org
repository: https://CRAN.R-project.org/package=tidyr
authors:
- family-names: Wickham
given-names: Hadley
email: hadley@posit.co
- family-names: Vaughan
given-names: Davis
email: davis@posit.co
- family-names: Girlich
given-names: Maximilian
year: '2025'
doi: 10.32614/CRAN.package.tidyr
- type: software
title: utils
abstract: 'R: A Language and Environment for Statistical Computing'
notes: Imports
authors:
- name: R Core Team
institution:
name: R Foundation for Statistical Computing
address: Vienna, Austria
year: '2025'
- type: software
title: withr
abstract: 'withr: Run Code ''With'' Temporarily Modified Global State'
notes: Imports
url: https://withr.r-lib.org
repository: https://CRAN.R-project.org/package=withr
authors:
- family-names: Hester
given-names: Jim
- family-names: Henry
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email: lionel@posit.co
- family-names: Müller
given-names: Kirill
email: krlmlr+r@mailbox.org
- family-names: Ushey
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email: kevinushey@gmail.com
- family-names: Wickham
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email: hadley@posit.co
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year: '2025'
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- type: software
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abstract: 'knitr: A General-Purpose Package for Dynamic Report Generation in R'
notes: Suggests
url: https://yihui.org/knitr/
repository: https://CRAN.R-project.org/package=knitr
authors:
- family-names: Xie
given-names: Yihui
email: xie@yihui.name
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year: '2025'
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notes: Suggests
url: https://pkgload.r-lib.org
repository: https://CRAN.R-project.org/package=pkgload
authors:
- family-names: Wickham
given-names: Hadley
- family-names: Chang
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notes: Suggests
url: https://purrr.tidyverse.org/
repository: https://CRAN.R-project.org/package=purrr
authors:
- family-names: Wickham
given-names: Hadley
email: hadley@posit.co
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year: '2025'
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- type: software
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abstract: 'rmarkdown: Dynamic Documents for R'
notes: Suggests
url: https://pkgs.rstudio.com/rmarkdown/
repository: https://CRAN.R-project.org/package=rmarkdown
authors:
- family-names: Allaire
given-names: JJ
email: jj@posit.co
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url: https://ropensci.r-universe.dev/writexl
repository: https://CRAN.R-project.org/package=writexl
authors:
- family-names: Ooms
given-names: Jeroen
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notes: Depends
url: https://www.R-project.org/
authors:
- name: R Core Team
institution:
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address: Vienna, Austria
year: '2025'
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GitHub Events
Total
- Create event: 39
- Release event: 5
- Issues event: 34
- Delete event: 32
- Issue comment event: 14
- Push event: 218
- Pull request event: 69
Last Year
- Create event: 39
- Release event: 5
- Issues event: 34
- Delete event: 32
- Issue comment event: 14
- Push event: 218
- Pull request event: 69
Committers
Last synced: 9 months ago
Top Committers
| Name | Commits | |
|---|---|---|
| Patrick Callahan | p****8@g****m | 233 |
| github-actions | g****s@g****m | 9 |
Committer Domains (Top 20 + Academic)
github.com: 1
Issues and Pull Requests
Last synced: 6 months ago
All Time
- Total issues: 37
- Total pull requests: 93
- Average time to close issues: 5 months
- Average time to close pull requests: 2 days
- Total issue authors: 2
- Total pull request authors: 1
- Average comments per issue: 0.38
- Average comments per pull request: 0.12
- Merged pull requests: 80
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 20
- Pull requests: 61
- Average time to close issues: 19 days
- Average time to close pull requests: 1 day
- Issue authors: 2
- Pull request authors: 1
- Average comments per issue: 0.1
- Average comments per pull request: 0.13
- Merged pull requests: 52
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- NeuroShepherd (59)
- teunbrand (1)
- luzia1810 (1)
Pull Request Authors
- NeuroShepherd (168)
Top Labels
Issue Labels
enhancement (7)
documentation (4)
required (2)
questionable feature (1)
Pull Request Labels
documentation (1)
enhancement (1)
Packages
- Total packages: 1
-
Total downloads:
- cran 225 last-month
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 4
- Total maintainers: 1
cran.r-project.org: ordinalsimr
Compare Ordinal Endpoints Using Simulations
- Homepage: https://github.com/NeuroShepherd/ordinalsimr
- Documentation: http://cran.r-project.org/web/packages/ordinalsimr/ordinalsimr.pdf
- License: MIT + file LICENSE
-
Latest release: 0.2.2
published 8 months ago
Rankings
Dependent packages count: 27.3%
Dependent repos count: 33.6%
Average: 49.2%
Downloads: 86.8%
Maintainers (1)
Last synced:
7 months ago
Dependencies
DESCRIPTION
cran
- DT * imports
- assertthat * imports
- coin * imports
- config >= 0.3.1 imports
- dplyr * imports
- ggplot2 * imports
- glue * imports
- golem >= 0.4.0 imports
- magrittr * imports
- rhandsontable * imports
- rms * imports
- shiny >= 1.7.4 imports
- shinydashboardPlus * imports
- stats * imports
- tidyr * imports
.github/workflows/R-CMD-check.yaml
actions
- actions/checkout v4 composite
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- r-lib/actions/setup-pandoc v2 composite
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.github/workflows/pkgdown.yaml
actions
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- actions/checkout v4 composite
- r-lib/actions/setup-pandoc v2 composite
- r-lib/actions/setup-r v2 composite
- r-lib/actions/setup-r-dependencies v2 composite
.github/workflows/shiny-deploy-main.yaml
actions
- actions/checkout v4 composite
- r-lib/actions/setup-pandoc v2 composite
- r-lib/actions/setup-r v2 composite
- r-lib/actions/setup-renv v2 composite