Package: mzimp 0.1.0
Quang Huy Nguyen
mzimp: Zero-Inflated Mixed Poisson Regression for Multivariate Count Data
Fits and selects zero-inflated mixed Poisson models for multivariate count regression. Supports multiple mixing distributions and variance specifications for flexible marginal modeling, while allowing dependence in the structural-zero components and latent mixing intensities to be modeled separately through copulas. The methodology is described in Nguyen (2026) <doi:10.48550/arXiv.2608.12732>.
Authors:
mzimp_0.1.0.tar.gz
mzimp_0.1.0.zip(r-4.7-x86_64)mzimp_0.1.0.zip(r-4.7-arm64)mzimp_0.1.0.zip(r-4.6-x86_64)mzimp_0.1.0.zip(r-4.6-arm64)
mzimp_0.1.0.tar.gz(r-4.7-arm64)mzimp_0.1.0.tar.gz(r-4.7-x86_64)mzimp_0.1.0.tar.gz(r-4.6-arm64)mzimp_0.1.0.tar.gz(r-4.6-x86_64)
mzimp_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
mzimp/json (API)
| # Install 'mzimp' in R: |
| install.packages('mzimp', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:759569c5cf. Checks:10 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 153 | ||
| linux-devel-x86_64 | OK | 217 | ||
| source / vignettes | OK | 291 | ||
| linux-release-arm64 | OK | 156 | ||
| linux-release-x86_64 | OK | 152 | ||
| windows-devel-arm64 | OK | 276 | ||
| windows-devel-x86_64 | OK | 269 | ||
| windows-release-arm64 | OK | 272 | ||
| windows-release-x86_64 | OK | 190 | ||
| wasm-release | OK | 142 |
Exports:fit_bizimpfit_multizimpfit_zimpselect_bizimpselect_multi_marginselect_zimp
Dependencies:ADGofTestcallrclicodetoolsdescfsgluelatticelifecycleMASSmvtnormnumDerivotelpbivnormpkgbuildpkgloadprocessxpsR6randtoolboxRcppRcppArmadillorlangrngWELLrprojrootstatmodVineCopula
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Fit a Bivariate Mixed Poisson or Zero-Inflated Mixed Poisson Model | fit_bizimp |
| Fit a Multivariate Zero-Inflated Mixed Poisson Model | fit_multizimp |
| Fit a Univariate Mixed Poisson or Zero-Inflated Mixed Poisson Model | fit_zimp |
| Print a select_bizimp summary | print.bizimp_selection_summary |
| Print a select_zimp summary | print.zimp_selection_summary |
| Select a Bivariate Mixed Poisson or Zero-Inflated Mixed Poisson Model | select_bizimp |
| Select Marginal Models for Multivariate Count Data | select_multi_margin |
| Select a Univariate Mixed Poisson or Zero-Inflated Mixed Poisson Model | select_zimp |