Package: zinbcdpmm 0.1.0

Jiang Du

zinbcdpmm: Bayesian ZINB-Ordinal Joint Model with CDPMM Random Effects

Fits a Bayesian joint model for longitudinal zero-inflated negative binomial and ordinal outcomes with CDPMM random effects, as in Liang and Du.

Authors:Shuqing Liang [aut], Jiang Du [aut, cre]

zinbcdpmm_0.1.0.tar.gz
zinbcdpmm_0.1.0.zip(r-4.7-any)zinbcdpmm_0.1.0.zip(r-4.6-any)zinbcdpmm_0.1.0.zip(r-4.5-any)
zinbcdpmm_0.1.0.tgz(r-4.6-any)zinbcdpmm_0.1.0.tgz(r-4.5-any)
zinbcdpmm_0.1.0.tar.gz(r-4.7-any)zinbcdpmm_0.1.0.tar.gz(r-4.6-any)
zinbcdpmm_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
zinbcdpmm/json (API)

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

Bug tracker:https://github.com/liang-shuqing/zinb-ordinal-cdpmm-code/issues

On CRAN:

Conda:

3.18 score 10 downloads 2 exports 33 dependencies

Last updated from:7dabecf438. Checks:7 NOTE, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develNOTE115
source / vignettesOK285
linux-releaseNOTE121
macos-releaseNOTE121
macos-oldrelNOTE113
windows-develNOTE82
windows-releaseNOTE86
windows-oldrelNOTE88
wasm-releaseOK93

Exports:fit_zinb_ordinalsimulate_zinb_ordinal

Dependencies:abindbackportsBayesLogitcheckmateclicodadistributionalgenericsgluelatticelifecycleloomagrittrMASSMatrixMatrixModelsmatrixStatsmcmcMCMCpackmvtnormnumDerivpillarpkgconfigposteriorquantregrlangSparseMsurvivaltensorAtibbletruncnormutf8vctrs

Readme and manuals

Help Manual

Help pageTopics
Fit joint ZINB-ordinal model with CDPMM random effectsfit_zinb_ordinal
Print and summary methods for zinbcdpmm fitsprint.summary.zinbcdpmm_fit print.zinbcdpmm_fit summary.zinbcdpmm_fit
Simulate longitudinal ZINB + ordinal datasimulate_zinb_ordinal