Package: ZIPBayes 1.0.2

Qihuang Zhang

ZIPBayes: Bayesian Methods in the Analysis of Zero-Inflated Poisson Model

Implementation of zero-inflated Poisson models under Bayesian framework using data augmentation as discussed in Chapter 5 of Zhang (2020) <https://hdl.handle.net/10012/16378>. This package is constructed in accommodating four different scenarios: the general scenario, the scenario with measurement error in responses, the external validation scenario, and the internal validation scenario.

Authors:Qihuang Zhang [aut, cre, cph], Grace Y. Yi [aut, ths]

ZIPBayes_1.0.2.tar.gz
ZIPBayes_1.0.2.tar.gz(r-4.5-noble)ZIPBayes_1.0.2.tar.gz(r-4.4-noble)
ZIPBayes_1.0.2.tgz(r-4.4-emscripten)ZIPBayes_1.0.2.tgz(r-4.3-emscripten)
ZIPBayes.pdf |ZIPBayes.html✨
ZIPBayes/json (API)

# Install 'ZIPBayes' in R:
install.packages('ZIPBayes', repos = 'https://cloud.r-project.org')
Uses libs:
  • c++– GNU Standard C++ Library v3
Datasets:
  • datasim - Toy example data - main study only
  • datasimExt - Toy example data - main study and external validation study
  • datasimInt - Toy example data - main study and internal validation study

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

cpp

1.70 score 126 downloads 5 exports 2 dependencies

Last updated 3 years agofrom:4f869825b8. Checks:3 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 20 2025
R-4.5-linux-x86_64OKMar 20 2025
R-4.4-linux-x86_64OKMar 20 2025

Exports:summary.ZIPBayesZIPZIPExtZIPIntZIPMErr

Dependencies:MASSRcpp

Citation

To cite package ‘ZIPBayes’ in publications use:

Zhang Q, Yi G (2021). ZIPBayes: Bayesian Methods in the Analysis of Zero-Inflated Poisson Model. R package version 1.0.2, https://CRAN.R-project.org/package=ZIPBayes.

Corresponding BibTeX entry: 

  @Manual{,
    title = {ZIPBayes: Bayesian Methods in the Analysis of
      Zero-Inflated Poisson Model},
    author = {Qihuang Zhang and Grace Y. Yi},
    year = {2021},
    note = {R package version 1.0.2},
    url = {https://CRAN.R-project.org/package=ZIPBayes},
  }