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
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: 2024-01-16
Author: Fabio Demarqui ORCID iD [aut, cre, cph], Marcos Prates ORCID iD [ctb], Fredy Caceres ORCID iD [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
Zero-inflated Bell model

Downloads:

Package source: bellreg_0.0.2.tar.gz
Windows binaries: r-devel: bellreg_0.0.2.zip, r-release: bellreg_0.0.2.zip, r-oldrel: bellreg_0.0.2.zip
macOS binaries: r-release (arm64): bellreg_0.0.2.tgz, r-oldrel (arm64): bellreg_0.0.2.tgz, r-release (x86_64): bellreg_0.0.2.tgz
Old sources: bellreg archive

Linking:

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