R Observatory: Metrics for shinymrp version 0.10.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

shinymrp

0.10.0Package record

Interface for Multilevel Regression and Poststratification

0packages depend

2.9Kdownloads / year

62.2%test coverage

11/13flavors OK

Overview

About

Maintained by Toan TranCRAN page ↗GitHub ↗Website ↗Issues ↗

Dual interfaces, graphical and programmatic, designed for intuitive applications of Multilevel Regression and Poststratification (MRP). Users can apply the method to a variety of datasets, from electronic health records to sample survey data, through an end-to-end Bayesian data analysis workflow. The package provides robust tools for data cleaning, exploratory analysis, flexible model building, and insightful result visualization. For more details, see Si et al. (2020) https://www150.statcan.gc.ca/n1/en/pub/12-001-x/2020002/article/00003-eng.pdf?st=iF1_Fbrh and Si (2025) doi:10.1214/24-STS932.

Changes in 0.10.0

New features

Add ICAR model as a prior distribution option (#113)
Add BYM2 to prior distribution options (#114)

Other changes

Open Shiny App in browser by default (#110)
Add a vignette for spatial priors (#111)
Replace links that block auomated HEAD requests (#112)

From NEWS.md in the release

Install

R (CRAN)pak (dev)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("shinymrp", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("mrp-interface/shinymrp")

Development version from mrp-interface/shinymrp. Installs pak first if it is not already available.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-shinymrp

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-shinymrp

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-shinymrp

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

2NOTE11OK

Check messages

NOTERd contentsr-devel-linux-x86_64-debian-clang, r-devel-linux-x86_64-debian-gcc

Rd files without \usage:
  ‘MRPModel.Rd’
\arguments should not be documented without \usage.

CRAN check page ↗

Slowest check: 3.7 min · r-oldrel-windows-x86_64

Status changes

NOTE11 OK, 2 NOTENow
NOTE12 OK, 1 NOTE2026-07-11
OK13 OK2026-06-09
ERROR12 OK, 1 ERROR2026-06-08
OK12 OK2026-04-25
NOTE11 OK, 3 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.10.0

READMEYes · 357 wordsVignettesYes · 6 · dynamicNEWSYes · 100% structured · mentions 0.10.0Citation fileNoWebsiteYes · pkgdown

Help pages: 35 (1 internal)includes a package overview page
Examples that run: 0%2 only when donttest examples are enabled (R CMD check --as-cran)
Exported functions with examples: 29%
Documented parameters: 100%
Return-value docs: 71%
Help pages citing references: 0%

Vignettes (6)

Getting started with shinymrp HTML
More examples of R6 classes HTML
More on data preparation HTML
MRP methodological guide HTML
Programmatic workflow demonstration HTML
Spatial priors specification in shinymrp HTML

How these are measured

Downloads

2.9K

CRAN downloads in the past year

Rank #15,622 · ~8/day · ~243/mo

Releases R versions

Daily download trend is not available in this view yet.

24930 days

77490 days

2.9K1 year

Compare downloads with other packages →

Also on106 r2u11 autocran

How downloads are counted

Repository

mrp-interface/shinymrp ↗Organization: mrp-interface

6Stars

1Forks

6Open issues

0Open PRs

13Releases

634Commits

1Commit identities

bayesianmcmcmrpmultilevel-modelspoststratificationr-packageshinygui

634 commits · Last activity 2025-12-04 · 0% stars, 30d

Responsiveness

How these are sampled

PRs merged (all time): 100%
Median days to close, 50 most recently updated closed issues: 6
Median days to close, 50 most recently updated closed PRs: 0

Stars over time

2025-08-15 · 42026-07-07 · 6

How these are measured

PracticesBeta

11 development-tooling and community-health practices detected across 7 families in the upstream repository

Checks run against github.com/mrp-interface/shinymrp on 2026-10-11.

Continuous integration (2)

GitHub ActionsR CMD check workflow

The R CMD check workflow runs on Linux, macOS and Windows, and on R-devel

Governance and community (1)

Issue templates

Docs source (3)

pkgdown

GitHub Pages site last deployed 2025-12-04 · The repository has a site deploy workflow

Coverage (1)

Coverage reporting (Codecov)

Show all practicesHide 3 practices

Reproducibility and dev environment (1)

renv

CRAN release process (2)

cran-comments.mdCRAN-SUBMISSION

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v3 (2026-09-26)

Dependencies

Declared dependencies

34 external dependencies (excludes base and recommended)

Installing shinymrp adds 112 packages (58 with compiled code, 91 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, data.table 5.7 MB.

Depends (1)

R >= 3.6.0

LinkingTo (0)

none

Suggests (5)

cmdstanr knitr rmarkdown spelling testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (3)

Toan Tran

Jonah Gabry

Author, Copyright holder

Yajuan Si

Author, Copyright holder

Releases (3)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
0.10.0Latest
record
2025-12-04 · current release · diff ↗
0.9.1
record
2025-11-12 · diff ↗
0.9.0
record
2025-10-09
R
R 4.5.0 released · 2025-04-11

Package metadata

First published: 2025-10-09
Total releases: 3 / 1 yrs
License: MIT + file LICENSE OSI
Additional repositories: stan-dev.r-universe.dev
Minimum R: ≥ 3.6.0
Download size: 4.2 MB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("shinymrp")

Format

Tran, T., Gabry, J., & Si, Y. (2025). shinymrp: Interface for Multilevel Regression and Poststratification (Version 0.10.0) [Computer software]. https://doi.org/10.32614/CRAN.package.shinymrp

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for shinymrp version 0.10.0 [Data set]. HJJB, LLC. Data release v2026-10-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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