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bizicount

An R package for bivariate, zero-inflated (or non-inflated) count models using copulas.

https://github.com/jmniehaus/bizicount

Science Score: 36.0%

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
    Found .zenodo.json file
  • ○
    DOI references
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    Academic publication links
    Links to: ncbi.nlm.nih.gov
  • ○
    Committers with academic emails
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    Institutional organization owner
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    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (10.8%) to scientific vocabulary
Last synced: 10 months ago · JSON representation

Repository

An R package for bivariate, zero-inflated (or non-inflated) count models using copulas.

Basic Info
  • Host: GitHub
  • Owner: jmniehaus
  • License: gpl-3.0
  • Language: R
  • Default Branch: main
  • Homepage:
  • Size: 238 KB
Statistics
  • Stars: 2
  • Watchers: 1
  • Forks: 1
  • Open Issues: 3
  • Releases: 5
Created over 4 years ago · Last pushed 11 months ago
Metadata Files
Readme Changelog License

README.md

bizicount

<!-- badges: start --> R-CMD-check CRAN_Status_Badge minimal R version License: GPL v3 Downloads: Codecov test coverage <!-- badges: end -->

The bizicount R-package is primarily for estimating copula-based bivariate count regression models, with and without zero-inflation or overdispersion. However, its full suite of functions can:

  • Estimate copula-based bivariate zero-inflated count regression models, as well as non-inflated models.

  • Estimate univariate zero-inflated count models (zic.reg)

  • Carry out post estimation diagnostics using the DHARMa package (simulate.bizicount, simulate.zicreg, make_DHARMa)

  • Produce professional tables in latex, word, or plain-text using the texreg package (extract.bizicount, extract.zicreg).

  • Test for zero modification using zi_test() (He et al. 2019).

  • Evaluate univariate zero-inflated count distribution CDFs, PDFs, and quantile functions, and generate random zero-inflated counts (pzip or pzinb, dzip or dzinb, qzip or qzinb, and rzip or rzinb)

Installation

To install from CRAN: install.packages("bizicount")

To install from GitHub: devtools::install_github("jmniehaus/bizicount", dependencies = TRUE)

Owner

  • Login: jmniehaus
  • Kind: user

GitHub Events

Total
  • Watch event: 2
  • Push event: 2
  • Create event: 1
Last Year
  • Watch event: 2
  • Push event: 2
  • Create event: 1

Committers

Last synced: over 2 years ago

All Time
  • Total Commits: 58
  • Total Committers: 1
  • Avg Commits per committer: 58.0
  • Development Distribution Score (DDS): 0.0
Past Year
  • Commits: 11
  • Committers: 1
  • Avg Commits per committer: 11.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
John 5****s 58

Issues and Pull Requests

Last synced: almost 2 years ago

All Time
  • Total issues: 9
  • Total pull requests: 2
  • Average time to close issues: 4 days
  • Average time to close pull requests: 4 minutes
  • Total issue authors: 2
  • Total pull request authors: 1
  • Average comments per issue: 0.67
  • Average comments per pull request: 0.0
  • Merged pull requests: 2
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 2
  • Average time to close issues: N/A
  • Average time to close pull requests: 4 minutes
  • Issue authors: 0
  • Pull request authors: 1
  • Average comments per issue: 0
  • Average comments per pull request: 0.0
  • Merged pull requests: 2
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • jmniehaus (8)
  • khs9461 (1)
Pull Request Authors
  • jmniehaus (4)
Top Labels
Issue Labels
enhancement (4) documentation (3) bug (2)
Pull Request Labels

Packages

  • Total packages: 1
  • Total downloads:
    • cran 341 last-month
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 8
  • Total maintainers: 1
cran.r-project.org: bizicount

Bivariate Zero-Inflated Count Models Using Copulas

  • Versions: 8
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 341 Last month
Rankings
Forks count: 28.8%
Dependent packages count: 29.8%
Stargazers count: 35.2%
Dependent repos count: 35.5%
Average: 36.7%
Downloads: 54.4%
Maintainers (1)
jniehaus2257@gmail.com
Last synced: 11 months ago

Dependencies

DESCRIPTION cran
  • R >= 4.1.0 depends
  • DHARMa >= 0.3.4 imports
  • Formula >= 1.2 imports
  • MASS >= 7.3 imports
  • methods * imports
  • numDeriv >= 2016.8 imports
  • pbivnorm >= 0.6.0 imports
  • rlang >= 0.4.7 imports
  • stats * imports
  • texreg >= 1.37.5 imports
  • utils * imports
  • covr * suggests
  • testthat >= 3.0.0 suggests
.github/workflows/check-standard.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