Package: bellreg 0.0.2.2

Fabio Demarqui

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>.

Authors:Fabio Demarqui [aut, cre, cph], Marcos Prates [ctb], Fredy Caceres [ctb], Andrew Johnson [ctb]

bellreg_0.0.2.2.tar.gz
bellreg_0.0.2.2.tar.gz(r-4.5-noble)bellreg_0.0.2.2.tar.gz(r-4.4-noble)
bellreg.pdf |bellreg.html
bellreg/json (API)
NEWS

# Install 'bellreg' in R:
install.packages('bellreg', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/fndemarqui/bellreg/issues

Uses libs:
  • c++– GNU Standard C++ Library v3
Datasets:

4.28 score 1 packages 21 scripts 279 downloads 8 exports 68 dependencies

Last updated 7 days agofrom:23948d8f09. Checks:OK: 1 NOTE: 1. Indexed: no.

TargetResultDate
Doc / VignettesOKOct 24 2024
R-4.5-linux-x86_64NOTEOct 24 2024

Exports:bellbellregdbellextract_log_likpbellqbellrbellzibellreg

Dependencies:abindbackportsBHcallrcheckmateclicolorspacedescdistributionaldplyrextraDistrfansifarverFormulagenericsggplot2gluegridExtragtableinlineisobandlabelingLambertWlamWlatticelifecycleloomagicmagrittrMASSMatrixmatrixStatsmgcvmunsellnlmenumbersnumDerivpillarpkgbuildpkgconfigplyrposteriorprocessxpspurrrQuickJSRR6rbibutilsRColorBrewerRcppRcppEigenRcppParallelRdpackreshape2rlangrstanrstantoolsscalesStanHeadersstringistringrtensorAtibbletidyselectutf8vctrsviridisLitewithr

Modeling count data with the Bell distribution

Rendered frombellreg.Rmdusingknitr::rmarkdownon Oct 24 2024.

Last update: 2024-01-17
Started: 2024-01-17

Zero-inflated Bell model

Rendered fromzibellreg.Rmdusingknitr::rmarkdownon Oct 24 2024.

Last update: 2024-01-17
Started: 2024-01-17