Package: bizicount 1.3.3

bizicount: Bivariate Zero-Inflated Count Models Using Copulas

Maximum likelihood estimation of copula-based zero-inflated (and non-inflated) Poisson and negative binomial count models, based on the article <doi:10.18637/jss.v109.i01>. Supports Frank and Gaussian copulas. Allows for mixed margins (e.g., one margin Poisson, the other zero-inflated negative binomial), and several marginal link functions. Built-in methods for publication-quality tables using 'texreg', post-estimation diagnostics using 'DHARMa', and testing for marginal zero-modification via <doi:10.1177/0962280217749991>. For information on copula regression for count data, see Genest and Nešlehová (2007) <doi:10.1017/S0515036100014963> as well as Nikoloulopoulos (2013) <doi:10.1007/978-3-642-35407-6_11>. For information on zero-inflated count regression generally, see Lambert (1992) <https://www.jstor.org/stable/1269547?origin=crossref>. The author acknowledges support by NSF DMS-1925119 and DMS-212324.

Authors:John Niehaus [aut, cre]

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bizicount/json (API)
NEWS

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

Bug tracker:https://github.com/jmniehaus/bizicount/issues

Datasets:
  • terror - Nigeria Terrorism Data

On CRAN:

Conda:

3.00 score 2 stars 8 scripts 299 downloads 12 exports 100 dependencies

Last updated 11 months agofrom:550313ec48. Checks:6 OK, 3 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 26 2025
R-4.5-winNOTEMar 26 2025
R-4.5-macNOTEMar 26 2025
R-4.5-linuxNOTEMar 26 2025
R-4.4-winOKMar 26 2025
R-4.4-macOKMar 26 2025
R-4.4-linuxOKMar 26 2025
R-4.3-winOKMar 26 2025
R-4.3-macOKMar 26 2025

Exports:bizicountdzinbdzipmake_DHARMapzinbpzipqzinbqziprzinbrzipzi_testzic.reg

Dependencies:apeaskpassbase64encbootbslibcachemclicodetoolscolorspacecommonmarkcpp11crayoncrosstalkcurldata.tableDHARMadigestdoParalleldplyrevaluatefansifarverfastmapfontawesomeforeachFormulafsgapgap.datasetsgenericsggplot2gluegtablehighrhtmltoolshtmlwidgetshttpuvhttrisobanditeratorsjquerylibjsonliteknitrlabelinglaterlatticelazyevallifecyclelme4lmtestmagrittrMASSMatrixmemoisemgcvmimeminqamunsellnlmenloptrnumDerivopensslpbivnormpillarpkgconfigplotlyplyrpromisespurrrqgamR6rappdirsrbibutilsRColorBrewerRcppRcppEigenRdpackreformulasrlangrmarkdownsassscalesshinysourcetoolsstringistringrsystexregtibbletidyrtidyselecttinytexutf8vctrsviridisLitewithrxfunxtableyamlzoo