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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 DemarquiORCID iD [aut, cre, cph], Marcos PratesORCID 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 + fileLICENSE
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.html ,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 formhttps://CRAN.R-project.org/package=bellregto link to this page.


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