modelbpp

0.4.0

Model BIC Posterior Probability

0packages depend

3.1Kdownloads / year

73.8%test coverage

12/13checks pass

Overview

About

Maintained by Shu Fai CheungFirst published 2023-09-217 releasesCRAN page ↗GitHub ↗

Fits the neighboring models of a fitted structural equation model and assesses the model uncertainty of the fitted model based on BIC posterior probabilities (BPP), using the method presented in Wu, Cheung, and Leung (2020) doi:10.1080/00273171.2019.1574546. See Pesigan, Cheung, Wu, Chang, and Leung (2026) doi:10.3758/s13428-025-02921-x for an introduction to the package.

Install

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

install.packages("modelbpp", 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("sfcheung/modelbpp")

Development version from sfcheung/modelbpp. 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-modelbpp

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

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-modelbpp

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-modelbpp

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

1NOTE12OK

Failing flavors

NOTE r-devel-linux-x86_64-debian-gcc

Slowest check: 4.0 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.00

73.8%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 233 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 97%
Return-value docs: 100%
References docs: 14%

Downloads

3.1K

CRAN downloads in the past year

Rank #8,530 · ~9/day · ~259/mo

Releases R versions

Daily download trend is not available in this view yet.

31330 days

1.2K90 days

3.1K1 year

Compare downloads with other packages →

Also on127 r2u2 autocran

Repository

GitHub ↗ sfcheung/modelbpp

0Stars

0Forks

0Open issues

0Open PRs

5Releases

360Commits

1Contributors

structural-equation-modelingmodel-comparisonmodel-comparison-and-selectionmodel-selectionrlavaan

License GPL-3.0 · 360 commits · Last activity 2026-07-18

Releases over time

2024-02-20 · 22026-07-18 · 5

Repository practices

Upstream repositoryBeta

4 development-tooling and community-health practices detected across 3 families in the upstream repository

Checks run against github.com/sfcheung/modelbpp on 2026-07-31.

Continuous integration (1)

GitHub Actions

Reproducibility and dev environment (1)

data-raw/

Lint, format, editor (2)

lintrVS Code

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

7 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.1.0

Imports (5)

lavaanparallelpbapply igraph manymome

LinkingTo (0)

none

Suggests (3)

knitr rmarkdown tinytest

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (4)

Maintainer (1)

Shu Fai Cheung

Author, Maintainer

Authors (3)

Shu Fai Cheung

Author, Maintainer

Shing On Leung

Author

Huiping Wu

Author

Contributors (1)

Ivan Jacob Agaloos Pesigan

Contributor · added in 0.1.3

Package Timeline

7 releases. Pick two to compare their code metrics. R releases are shown for context.

0.4.0Latest
2026-07-18 · current release · diff ↗
0.3.0
2026-05-13 · diff ↗
R
R 4.6.0 released · 2026-04-24
0.2.0
2026-03-01 · diff ↗
0.1.6
2025-09-24 · diff ↗
R
R 4.5.0 released · 2025-04-11
0.1.5
2024-09-16 · diff ↗
R
R 4.4.0 released · 2024-04-24
0.1.3
2024-02-20 · diff ↗
0.1.2
2023-09-21
R
R 4.3.0 released · 2023-04-21

Package metadata

First published: 2023-09-21
Total releases: 7 / 3 yrs
License: GPL (>= 3) OSI
Minimum R: ≥ 4.1.0
Bundled data: 70 KB / 6 files
Download size: 723 KB
Installed size: not tracked yet
With dependencies: not tracked yet

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