Science Score: 23.0%
This score indicates how likely this project is to be science-related based on various indicators:
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○CITATION.cff file
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✓codemeta.json file
Found codemeta.json file -
○.zenodo.json file
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○DOI references
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○Academic publication links
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✓Committers with academic emails
5 of 9 committers (55.6%) from academic institutions -
○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (15.6%) to scientific vocabulary
Keywords
bayesian-data-analysis
cran
multilevel-mediation-models
r
statistics
Keywords from Contributors
psychology
Last synced: 6 months ago
·
JSON representation
Repository
Bayesian multilevel mediation models in R
Basic Info
- Host: GitHub
- Owner: mvuorre
- Language: TeX
- Default Branch: main
- Homepage: https://mvuorre.github.io/bmlm
- Size: 136 MB
Statistics
- Stars: 45
- Watchers: 5
- Forks: 11
- Open Issues: 0
- Releases: 4
Topics
bayesian-data-analysis
cran
multilevel-mediation-models
r
statistics
Created over 9 years ago
· Last pushed over 1 year ago
Metadata Files
Readme
Changelog
README.Rmd
---
title: "bmlm: R package for Bayesian multilevel mediation"
output: github_document
---
```{r, echo = FALSE}
knitr::opts_chunk$set(
collapse = TRUE,
comment = "#>",
fig.path = "README-"
)
```
# bmlm
[](https://www.r-pkg.org/pkg/bmlm)
[](https://cran.r-project.org/package=bmlm)
**bmlm** is an R package providing convenient methods for Bayesian estimation of multilevel mediation models using [Stan](https://mc-stan.org/).
The package's source code is hosted on [GitHub](https://github.com/mvuorre/bmlm/). More information can be found on the [bmlm's website](https://mvuorre.github.io/bmlm/).
# Install
## Requirements
Please ensure you have the latest version of R installed. Windows users may need to install RTools, and OS X users may need to install XCode (see .
## Install from CRAN
To install the latest stable version of bmlm from CRAN, run
```r
install.packages("bmlm")
```
## Install from GitHub
Sometimes the stable version on CRAN is not the latest version of bmlm. bmlm is developed on GitHub, and users may obtain the latest (development) version from GitHub directly.
The latest development version of bmlm requires [remotes](https://cran.r-project.org/package=remotes) for installation. If you don't have the remotes package installed in R, first run this line:
```r
install.packages("remotes")
```
Then proceed to install bmlm from GitHub:
```r
remotes::install_github("mvuorre/bmlm")
```
# Information
Please contact the author of the package for questions and suggestions. I recommend creating a new issue on GitHub.
# Citation
If you use this software, please cite it:
```{r}
citation("bmlm")
```
Owner
- Name: Matti Vuorre
- Login: mvuorre
- Kind: user
- Location: Tilburg
- Company: Tilburg University
- Website: https://vuorre.com
- Repositories: 47
- Profile: https://github.com/mvuorre
Assistant Professor at Tilburg University
GitHub Events
Total
- Issues event: 2
- Watch event: 2
- Issue comment event: 2
- Push event: 1
- Fork event: 1
Last Year
- Issues event: 2
- Watch event: 2
- Issue comment event: 2
- Push event: 1
- Fork event: 1
Committers
Last synced: 9 months ago
Top Committers
| Name | Commits | |
|---|---|---|
| Mvuorre | m****1@c****u | 164 |
| Matti Vuorre | v****e@g****m | 20 |
| Andrew Johnson | a****n@p****u | 7 |
| Matti | M****i@d****u | 3 |
| Jonah Gabry | j****y@g****m | 2 |
| Ben Goodrich | g****n@g****m | 2 |
| Andrew Johnson | a****n@a****m | 2 |
| Matti | M****i@d****u | 1 |
| Matti | M****i@d****u | 1 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: 6 months ago
All Time
- Total issues: 17
- Total pull requests: 9
- Average time to close issues: over 1 year
- Average time to close pull requests: 10 days
- Total issue authors: 10
- Total pull request authors: 4
- Average comments per issue: 2.18
- Average comments per pull request: 0.44
- Merged pull requests: 9
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 1
- Pull requests: 0
- Average time to close issues: 1 day
- Average time to close pull requests: N/A
- Issue authors: 1
- Pull request authors: 0
- Average comments per issue: 2.0
- Average comments per pull request: 0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- mvuorre (7)
- jacob-long (2)
- devgill15 (1)
- RachelFreedSussman (1)
- davidfoxcroft (1)
- ozgeugurlu (1)
- sixone11 (1)
- TuaResAgitur (1)
- bgoodri (1)
- MonicaFialho (1)
Pull Request Authors
- andrjohns (3)
- mvuorre (3)
- jgabry (2)
- bgoodri (1)
Top Labels
Issue Labels
enhancement (8)
help wanted (1)
Pull Request Labels
Packages
- Total packages: 1
-
Total downloads:
- cran 492 last-month
- Total dependent packages: 0
- Total dependent repositories: 1
- Total versions: 17
- Total maintainers: 1
cran.r-project.org: bmlm
Bayesian Multilevel Mediation
- Homepage: https://github.com/mvuorre/bmlm/
- Documentation: http://cran.r-project.org/web/packages/bmlm/bmlm.pdf
- License: GPL (≥ 3)
-
Latest release: 1.3.15
published over 2 years ago
Rankings
Forks count: 6.3%
Stargazers count: 7.5%
Average: 17.3%
Downloads: 20.2%
Dependent repos count: 23.9%
Dependent packages count: 28.7%
Maintainers (1)
Last synced:
6 months ago
Dependencies
DESCRIPTION
cran
- R >= 3.4.0 depends
- Rcpp >= 0.12.0 depends
- RcppParallel >= 5.0.1 imports
- ggplot2 >= 2.0.0 imports
- methods * imports
- rstan >= 2.18.1 imports
- rstantools >= 2.1.1 imports
- dplyr * suggests
- knitr * suggests
- qgraph * suggests
- reshape2 * suggests
- rmarkdown * suggests