Package: bayescoveragemodel 0.12

Leontine Alkema

bayescoveragemodel: Bayesian Transition Models for Estimating and Forecasting Health Coverage Indicators

Fits Bayesian hierarchical transition models to health coverage indicators (e.g., ANC4, institutional delivery) using survey and routine data. Implements models using Stan for Bayesian inference, with support for global and local (country-specific) model fitting, out-of-sample validation, and subnational estimation.

Authors:Leontine Alkema [aut, cre], Shauna Mooney [aut], Sophia Kagoye [ctb], Leonardo Ferreira [ctb], Roland Mady [ctb], Countdown BayesCoverage Team [ctb]

bayescoveragemodel_0.12.tar.gz
bayescoveragemodel_0.12.zip(r-4.7)bayescoveragemodel_0.12.zip(r-4.6)bayescoveragemodel_0.12.zip(r-4.5)
bayescoveragemodel_0.12.tgz(r-4.6-any)bayescoveragemodel_0.12.tgz(r-4.5-any)
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bayescoveragemodel_0.12.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
bayescoveragemodel/json (API)

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

Bug tracker:https://github.com/alkemalab/bayescoveragemodel/issues

Pkgdown/docs site:https://alkemalab.github.io

On CRAN:

Conda:

3.26 score 1 packages 5 scripts 20 exports 129 dependencies

Last updated from:f7352eb456. Checks:7 WARNING, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64WARNING219
source / vignettesOK268
linux-release-x86_64WARNING235
macos-release-arm64WARNING133
macos-oldrel-arm64WARNING165
windows-develWARNING165
windows-releaseWARNING149
windows-oldrelWARNING146
wasm-releaseOK170

Exports:compare_fitsexplore_datafit_modelget_convergence_diagnosticsget_eta_samplesget_fitget_inno_samplesget_relative_output_dirget_residuals_samplesget_se_invprobitpropget_se_logitpropget_se_probitofinvprobitpropinv_probitplot_estimates_local_allplot_hierchecksprobitprocess_datarename_output_folderroutinedata_add_roc_infowrite_model

Dependencies:abindarrayhelpersbackportsbayesplotBHbitbit64bootbridgesamplingbrmsBrobdingnagbroomcallrcarcarDatacheckmateclicliprcodacodetoolscolorspacecorrplotcowplotcpp11crayonDerivdescdigestdistributionaldoBydplyrfarverforecastFormulafracdifffuturefuture.applygenericsggdistggnewscaleggplot2ggpubrggrepelggridgesggsciggsignifglobalsgluegridExtragtablehmsinlineisobandlabelinglatticelifecyclelistenvlme4lmtestloomagrittrMASSMatrixMatrixModelsmatrixStatsmgcvmicrobenchmarkminqamodelrmvtnormnleqslvnlmenloptrnnetnumDerivotelparallellypbkrtestpillarpkgbuildpkgconfigplyrpolynomposteriorprettyunitsprocessxprogresspspurrrquadprogquantregQuickJSRR6rbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRcppParallelRdpackreadrreformulasreshape2rlangrstanrstantoolsrstatixS7scalesSparseMStanHeadersstringistringrsurvivalsvUnittensorAtibbletidybayestidyrtidyselecttimeDatetzdburcautf8vctrsviridisLitevroomwithrzoo