Package: mcount 1.0.1

Zhengyang Zhou

mcount: Marginalized Count Regression Models

Implementation of marginalized models for zero-inflated count data. The package provides tools to estimate marginalized count regression models for direct inference on the effect of covariates on the marginal mean of the outcome. The methods include the marginalized zero-inflated Poisson (MZIP) model described in Long et al. (2014) <doi:10.1002/sim.6293> and the marginalized zero- and N-inflated binomial (MZNIB) model, which extends marginalized modeling to fractional count outcomes with boundary inflation at zero and the upper limit.

Authors:Zhengyang Zhou [aut, cre], Dateng Li [aut], David Huh [aut], Minge Xie [aut], Eun-Young Mun [aut]

mcount_1.0.1.tar.gz
mcount_1.0.1.tar.gz(r-4.7-any)mcount_1.0.1.tar.gz(r-4.6-any)
mcount_1.0.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
mcount/json (API)

# Install 'mcount' in R:
install.packages('mcount', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))
Datasets:
  • dat.pal - Promoting Adherence for Life (PAL) study dataset
  • dat.pfi - Personalized Feedback Intervention (PFI) example dataset

On CRAN:

Conda:

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

1.00 score 7 scripts 524 downloads 2 exports 139 dependencies

Last updated from:0750dbfb35. Checks:4 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK159
source / vignettesOK210
linux-release-x86_64OK156
wasm-releaseOK149

Exports:mzipmznib

Dependencies:abindaskpassbackportsbase64encbbmlebdsmatrixbigDbitopsbootboot.pvalbroombslibcachemcarcarDatacheckmatecliclustercodetoolscolorspacecommonmarkcowplotcpp11curldata.tableDEoptimRDerivdigestdoBydplyrevaluatefarverfastmapflextablefontawesomefontBitstreamVerafontLiberationfontquiverforecastforeignFormulafracdifffsgdtoolsgenericsggplot2gluegridExtragtgtablehighrHmischtmlTablehtmltoolshtmlwidgetsisobandjquerylibjsonlitejuicyjuiceknitrlabelinglatticelifecyclelitedownlme4lmtestmagrittrmarkdownMASSMatrixMatrixModelsmemoisemgcvmicrobenchmarkmimeminqamodelrmultcompmvtnormnlmenloptrnnetnumDerivofficeropensslpbkrtestpillarpkgconfigpolsplinepurrrquantregR6raggrappdirsrbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRdpackreactablereactRreformulasrlangrmarkdownrmsrobustbaserootSolverpartrstudioapiS7sandwichsassscalesSparseMstringistringrsurvivalsyssystemfontstextshapingTH.datatibbletidyrtidyselecttimeDatetinytexurcautf8uuidV8vctrsviridisLitewithrxfunxml2yamlzipzoo