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bellreg

What the Package Does (One Line, Title Case)

https://github.com/fndemarqui/bellreg

Science Score: 26.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ○
    CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ○
    .zenodo.json file
  • ✓
    DOI references
    Found 2 DOI reference(s) in README
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    Academic publication links
  • ○
    Committers with academic emails
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    Institutional organization owner
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    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (14.0%) to scientific vocabulary
Last synced: 10 months ago · JSON representation

Repository

What the Package Does (One Line, Title Case)

Basic Info
Statistics
  • Stars: 0
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created over 2 years ago · Last pushed over 1 year ago
Metadata Files
Readme Changelog License

README.Rmd 

---
output: github_document
---



```{r, include = FALSE}
knitr::opts_chunk$set(
  collapse = TRUE,
  comment = "#>",
  fig.path = "man/figures/README-",
  out.width = "100%"
)
```

# bellreg


[![R build status](https://github.com/fndemarqui/bellreg/workflows/R-CMD-check/badge.svg)](https://github.com/fndemarqui/bellreg/actions)
[![CRAN_Status_Badge](https://www.r-pkg.org/badges/version/bellreg)](https://cran.r-project.org/package=bellreg)
[![Downloads](https://cranlogs.r-pkg.org/badges/bellreg)](https://cran.r-project.org/package=bellreg)
[![Total Downloads](https://cranlogs.r-pkg.org/badges/grand-total/bellreg?color=orange)](https://cran.r-project.org/package=bellreg)
[![R-CMD-check](https://github.com/fndemarqui/bellreg/actions/workflows/R-CMD-check.yaml/badge.svg)](https://github.com/fndemarqui/bellreg/actions/workflows/R-CMD-check.yaml)


The goal of bellreg is to provide a set of functions to fit  regression models for count data with overdispersion using the Bell distribution. The implemented models account for ordinary and zero-inflated regression models under both frequentist and Bayesian approaches. Theoretical details regarding the models implemented in the package can be found in Castellares et al. (2018)  and Lemonte et al. (2020) . 

## Installation

You can install the development version of bellreg from [GitHub](https://github.com/) with:

``` r
# install.packages("devtools")
devtools::install_github("fndemarqui/bellreg")
```

## Example


```{r example}
library(bellreg)

data(faults)

# ML approach:
mle <- bellreg(nf ~ lroll, data = faults, approach = "mle", init = 0)
summary(mle)

# Bayesian approach:
bayes <- bellreg(nf ~ lroll, data = faults, approach = "bayes", refresh = FALSE)
summary(bayes)

```

Owner

  • Name: Fábio N. Demarqui
  • Login: fndemarqui
  • Kind: user
  • Location: Brazil
  • Company: Universidade Federal de Minas Gerais - UFMG

GitHub Events

Total
  • Push event: 4
Last Year
  • Push event: 4

Committers

Last synced: over 3 years ago

All Time
  • Total Commits: 12
  • Total Committers: 2
  • Avg Commits per committer: 6.0
  • Development Distribution Score (DDS): 0.083
Top Committers
Name Email Commits
fndemarqui f****i@g****m 11
Fábio N. Demarqui 3****i@u****m 1

Issues and Pull Requests

Last synced: 10 months ago

All Time
  • Total issues: 1
  • Total pull requests: 1
  • Average time to close issues: almost 2 years
  • Average time to close pull requests: 3 days
  • Total issue authors: 1
  • Total pull request authors: 1
  • Average comments per issue: 0.0
  • Average comments per pull request: 1.0
  • Merged pull requests: 1
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • haticeakdur (1)
Pull Request Authors
  • andrjohns (1)
Top Labels
Issue Labels
Pull Request Labels

Packages

  • Total packages: 1
  • Total downloads:
    • cran 777 last-month
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 4
  • Total maintainers: 1
cran.r-project.org: bellreg

Count Regression Models Based on the Bell Distribution

  • Versions: 4
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 777 Last month
Rankings
Forks count: 21.9%
Dependent packages count: 29.8%
Stargazers count: 31.7%
Dependent repos count: 35.5%
Average: 36.4%
Downloads: 63.0%
Maintainers (1)
fndemarqui@est.ufmg.br
Last synced: 10 months ago

Dependencies

.github/workflows/R-CMD-check.yaml actions
  • actions/checkout v3 composite
  • r-lib/actions/check-r-package v2 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/pkgdown.yaml actions
  • JamesIves/github-pages-deploy-action v4.4.1 composite
  • actions/checkout v3 composite
  • r-lib/actions/setup-pandoc v2 composite
  • r-lib/actions/setup-r v2 composite
  • r-lib/actions/setup-r-dependencies v2 composite
DESCRIPTION cran
  • R >= 3.4.0 depends
  • Formula * imports
  • LambertW * imports
  • MASS * imports
  • Rcpp >= 0.12.0 imports
  • Rdpack * imports
  • dplyr * imports
  • extraDistr * imports
  • loo * imports
  • magic * imports
  • methods * imports
  • numbers * imports
  • purrr * imports
  • rstan >= 2.26.0 imports
  • rstantools >= 2.0.0 imports
  • knitr * suggests
  • rmarkdown * suggests
  • testthat * suggests