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bellreg: Count Regression Models Based on the Bell Distribution

Bell regression models for count data with overdispersion. 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) <doi:10.1016/j.apm.2017.12.014> and Lemonte et al. (2020) <doi:10.1080/02664763.2019.1636940>.

Version: 0.0.2.2
Depends: R (≥ 3.4.0)
Imports: dplyr, extraDistr, Formula, magic, MASS, methods, numbers, LambertW, loo, purrr, Rcpp (≥ 0.12.0), Rdpack, rstan (≥ 2.26.0), rstantools (≥ 2.0.0)
LinkingTo: BH (≥ 1.66.0), Rcpp (≥ 0.12.0), RcppEigen (≥ 0.3.3.3.0), rstan (≥ 2.26.0), StanHeaders (≥ 2.26.0)
Suggests: knitr, rmarkdown, testthat
Published: 2024-10-23
DOI: 10.32614/CRAN.package.bellreg
Author: Fabio Demarqui ORCID iD [aut, cre, cph], Marcos Prates ORCID iD [ctb], Fredy Caceres [ctb], Andrew Johnson [ctb]
Maintainer: Fabio Demarqui <fndemarqui at est.ufmg.br>
BugReports: https://github.com/fndemarqui/bellreg/issues
License: MIT + file LICENSE
URL: https://github.com/fndemarqui/bellreg, https://fndemarqui.github.io/bellreg/
NeedsCompilation: yes
SystemRequirements: GNU make
Materials: README NEWS
CRAN checks: bellreg results

Documentation:

Reference manual: bellreg.pdf
Vignettes: Modeling count data with the Bell distribution (source, R code)
Zero-inflated Bell model (source, R code)

Downloads:

Package source: bellreg_0.0.2.2.tar.gz
Windows binaries: r-devel: bellreg_0.0.2.2.zip, r-release: bellreg_0.0.2.2.zip, r-oldrel: bellreg_0.0.2.2.zip
macOS binaries: r-release (arm64): bellreg_0.0.2.2.tgz, r-oldrel (arm64): bellreg_0.0.2.2.tgz, r-release (x86_64): bellreg_0.0.2.2.tgz, r-oldrel (x86_64): bellreg_0.0.2.2.tgz
Old sources: bellreg archive

Reverse dependencies:

Reverse imports: rsurv

Linking:

Please use the canonical form https://CRAN.R-project.org/package=bellreg to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.