https://github.com/sfcheung/modelbpp

Model BIC posterior probability
https://github.com/sfcheung/modelbpp

lavaan model-comparison model-comparison-and-selection model-selection r structural-equation-modeling

Last synced: 13 days ago
JSON representation

Model BIC posterior probability

• Host: GitHub
• URL: https://github.com/sfcheung/modelbpp
• Owner: sfcheung
• License: gpl-3.0
• Created: 2023-06-18T00:39:38.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2023-09-23T08:42:00.000Z (over 1 year ago)
• Last Synced: 2023-11-20T15:01:46.618Z (about 1 year ago)
• Topics: lavaan, model-comparison, model-comparison-and-selection, model-selection, r, structural-equation-modeling
• Language: R
• Homepage: https://sfcheung.github.io/modelbpp/
• Size: 6.05 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

        

[![Lifecycle: stable](https://img.shields.io/badge/lifecycle-stable-brightgreen.svg)](https://lifecycle.r-lib.org/articles/stages.html#stable)

[![Project Status: Active - The project has reached a stable, usable state and is being actively developed.](https://www.repostatus.org/badges/latest/active.svg)](https://www.repostatus.org/#active)

[![CRAN status](https://www.r-pkg.org/badges/version/modelbpp?color=blue)](https://CRAN.R-project.org/package=modelbpp)

[![CRAN: Release Date](https://www.r-pkg.org/badges/last-release/modelbpp?color=blue)](https://cran.r-project.org/package=modelbpp)

[![Code size](https://img.shields.io/github/languages/code-size/sfcheung/modelbpp.svg)](https://github.com/sfcheung/modelbpp)

[![Last Commit at Main](https://img.shields.io/github/last-commit/sfcheung/modelbpp.svg)](https://github.com/sfcheung/modelbpp/commits/main)

[![R-CMD-check](https://github.com/sfcheung/modelbpp/actions/workflows/R-CMD-check.yaml/badge.svg)](https://github.com/sfcheung/modelbpp/actions/workflows/R-CMD-check.yaml)

# modelbpp: Model BIC Posterior Probability 

(Version 0.1.5 updated on 2024-09-16, [release history](https://sfcheung.github.io/modelbpp/news/index.html))

This package is for assessing model uncertainty in structural

equation modeling (SEM) by the BIC posterior

probabilities of the fitted model and its neighboring models,

based on the method presented in Wu, Cheung, and Leung (2020).

The package name, `modelbpp`,

stands for `model` `b`ayesian `p`osterior `p`robability.

- Wu, H., Cheung, S. F., & Leung, S. O. (2020).

  Simple use of BIC to assess model selection uncertainty:

  An illustration using mediation and moderation models.

  *Multivariate Behavioral Research*, *55*(1), 1--16.

  https://doi.org/10.1080/00273171.2019.1574546

# Homepage

For more information on this package, please visit its GitHub page:

[https://sfcheung.github.io/modelbpp/](https://sfcheung.github.io/modelbpp/)

# Installation

The stable CRAN version can be installed by `install.packages()`:

```r

install.packages("modelbpp")

```

The latest developmental-but-stable version of this package can be installed by `remotes::install_github`:

```r

remotes::install_github("sfcheung/modelbpp")

```

# Issues

If you have any suggestions or found any bugs, please feel

feel to open a GitHub issue. Thanks.

https://github.com/sfcheung/modelbpp/issues