Package: sae4health 1.2.1

sae4health: Small Area Estimation for Key Health and Demographic Indicators from Household Surveys

Enables small area estimation (SAE) of health and demographic indicators in low- and middle-income countries (LMICs). It powers an R 'shiny' application that helps public health analysts, policymakers, and researchers generate subnational estimates and prevalence maps for 150+ binary indicators from Demographic and Health Surveys (DHS). Basing its core SAE analysis workflow on the 'surveyPrev' package, the app ensures methodological rigor through guided model selection, automated fitting, and interactive visualization. For more details, visit <https://sae4health.stat.uw.edu/>.

Authors:Yunhan Wu [cre, aut], Qianyu Dong [aut], Zehang R Li [aut], Jon Wakefield [aut]

sae4health_1.2.1.tar.gz
sae4health_1.2.1.zip(r-4.5)sae4health_1.2.1.zip(r-4.4)sae4health_1.2.1.zip(r-4.3)
sae4health_1.2.1.tgz(r-4.5-any)sae4health_1.2.1.tgz(r-4.4-any)sae4health_1.2.1.tgz(r-4.3-any)
sae4health_1.2.1.tar.gz(r-4.5-noble)sae4health_1.2.1.tar.gz(r-4.4-noble)
sae4health_1.2.1.tgz(r-4.4-emscripten)sae4health_1.2.1.tgz(r-4.3-emscripten)
sae4health.pdf |sae4health.html✨
sae4health/json (API)

# Install 'sae4health' in R:
install.packages('sae4health', repos = c('https://wu-thomas.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/wu-thomas/sae4health/issues

Datasets:

On CRAN:

Conda:

3.00 score 8 downloads 3 exports 195 dependencies

Last updated 6 hours agofrom:a1dbb12f94. Checks:1 OK, 8 WARNING. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 30 2025
R-4.5-winWARNINGMar 30 2025
R-4.5-macWARNINGMar 30 2025
R-4.5-linuxWARNINGMar 30 2025
R-4.4-winWARNINGMar 30 2025
R-4.4-macWARNINGMar 30 2025
R-4.4-linuxWARNINGMar 30 2025
R-4.3-winWARNINGMar 30 2025
R-4.3-macWARNINGMar 30 2025

Exports:admin_to_numnum_to_adminrun_app

Dependencies:askpassattemptbackportsbase64encbitbit64blobbookdownbootbriobroombslibcachemcallrcellrangerclassclassIntclicliprcolorspacecommonmarkconfigconflictedcpp11crayoncrosstalkcurldata.tabledatawizardDBIdbplyrdeldirdigestdotCall64dplyrDTdtplyre1071evaluatefansifarverfastmapfieldsfontawesomeforcatsforeignfsgarglegenericsgeodatagetPassggplot2ggridgesggthemesgluegolemgoogledrivegooglesheets4gridExtragtablehavenherehighrhmshtmltoolshtmlwidgetshttpuvhttridsinsightiotoolsisobandjquerylibjsonliteKernSmoothknitrlabelinglabelledlaterlatticelazyevalleaflegendleafletleaflet.providersleafsynclifecyclelitedownlubridatemagrittrmapsmarkdownMASSMatrixMatrixModelsmatrixStatsmemoisemgcvmimeminqamitoolsmnormtmodelrmunsellnaniarnlmenormnumDerivopensslpatchworkpillarpkgconfigplotlyplyrpngprettyunitsprocessxprogresspromisesproxypspurrrqdapRegexquantregR6raggrappdirsrasterRColorBrewerRcppRcppArmadillordhsreadrreadxlrematchrematch2reprexreshape2rlangrmarkdownrprojrootrstudioapirvests2sassscalesselectrsfshadowtextshinyshinyBSshinydashboardshinyFeedbackshinyjsshinyWidgetssjlabelledsnsourcetoolsspspamSparseMspDataspdepstorrstringistringrSUMMERsurveysurveyPrevsurvivalsyssystemfontsterratextshapingtibbletidyrtidyselecttidyversetimechangetinytextzdbunitsUpSetRutf8uuidvctrsviridisviridisLitevisdatvroomwithrwkxfunxml2xtableyaml