CRAN/E | bellreg

bellreg

Count Regression Models Based on the Bell Distribution

Installation

About

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.

github.com/fndemarqui/bellreg
fndemarqui.github.io/bellreg/
System requirements GNU make
Bug report File report

Key Metrics

Version 0.0.2
R ≥ 3.4.0
Published 2024-01-16 99 days ago
Needs compilation? yes
License MIT
License File
CRAN checks bellreg results

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Maintainer

Maintainer

Fabio Demarqui

fndemarqui@est.ufmg.br

Authors

Fabio Demarqui

aut / cre / cph

Marcos Prates

ctb

Fredy Caceres

ctb

Andrew Johnson

ctb

Material

README
NEWS
Reference manual
Package source

Vignettes

Modeling count data with the Bell distribution
Zero-inflated Bell model

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

bellreg archive

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

Suggests

knitr
rmarkdown
testthat

LinkingTo

BH ≥ 1.66.0
Rcpp ≥ 0.12.0
RcppEigen ≥ 0.3.3.3.0
rstan ≥ 2.26.0
StanHeaders ≥ 2.26.0