Package: bellreg 0.0.2.1

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_0.0.2.1.tar.gz
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bellreg_0.0.2.1.tgz(r-4.4-x86_64)bellreg_0.0.2.1.tgz(r-4.4-arm64)bellreg_0.0.2.1.tgz(r-4.3-x86_64)bellreg_0.0.2.1.tgz(r-4.3-arm64)
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bellreg.pdf |bellreg.html
bellreg/json (API)
NEWS

# Install 'bellreg' in R:
install.packages('bellreg', repos = c('https://fndemarqui.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:

On CRAN:

8 exports 0.85 score 68 dependencies 17 scripts 327 downloads

Last updated 3 months agofrom:c2c0d43977. Checks:OK: 1 NOTE: 8. Indexed: yes.

TargetResultDate
Doc / VignettesOKAug 20 2024
R-4.5-win-x86_64NOTEAug 20 2024
R-4.5-linux-x86_64NOTEAug 20 2024
R-4.4-win-x86_64NOTEAug 20 2024
R-4.4-mac-x86_64NOTEAug 20 2024
R-4.4-mac-aarch64NOTEAug 20 2024
R-4.3-win-x86_64NOTEAug 20 2024
R-4.3-mac-x86_64NOTEAug 20 2024
R-4.3-mac-aarch64NOTEAug 20 2024

Exports:bellbellregdbellextract_log_likpbellqbellrbellzibellreg

Dependencies:abindbackportsBHcallrcheckmateclicolorspacedescdistributionaldplyrextraDistrfansifarverFormulagenericsggplot2gluegridExtragtableinlineisobandlabelingLambertWlamWlatticelifecycleloomagicmagrittrMASSMatrixmatrixStatsmgcvmunsellnlmenumbersnumDerivpillarpkgbuildpkgconfigplyrposteriorprocessxpspurrrQuickJSRR6rbibutilsRColorBrewerRcppRcppEigenRcppParallelRdpackreshape2rlangrstanrstantoolsscalesStanHeadersstringistringrtensorAtibbletidyselectutf8vctrsviridisLitewithr

Modeling count data with the Bell distribution

Rendered frombellreg.Rmdusingknitr::rmarkdownon Aug 20 2024.

Last update: 2024-01-16
Started: 2024-01-16

Zero-inflated Bell model

Rendered fromzibellreg.Rmdusingknitr::rmarkdownon Aug 20 2024.

Last update: 2024-01-16
Started: 2024-01-16