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Enables small area estimation (SAE) of health and demographic indicators in low- and middle-income countries (LMICs). It powers an R 'shiny' application for generating subnational estimates and prevalence maps of 150+ binary indicators from Demographic and Health Surveys (DHS). It builds on the SAE analysis workflow from the 'surveyPrev' package. For documentation, visit <https://sae4health.stat.uw.edu/>. Methodological details can be found at Wu et al. (2025) <doi:10.48550/arXiv.2505.01467>.
| Version: | 1.2.3 |
| Depends: | R (≥ 4.3) |
| Imports: | config, dplyr, DT, ggplot2, golem (≥ 0.4.1), grid, gridExtra, htmltools, htmlwidgets, leaflet, R6, sf, sp, shiny (≥ 1.7.4), shinyBS, shinydashboard, shinyFeedback, shinyjs, shinyWidgets, SUMMER, surveyPrev, survey, geodata, bookdown, markdown, haven, ggridges, ggthemes, RColorBrewer, viridisLite, scales, patchwork, leaflegend, leafsync, methods, graphics, plotly, readr, sn |
| Suggests: | INLA, testthat (≥ 3.0.0) |
| Published: | 2025-05-07 |
| DOI: | 10.32614/CRAN.package.sae4health |
| Author: | Yunhan Wu [cre, aut], Qianyu Dong [aut], Zehang R Li [aut], Jon Wakefield [aut] |
| Maintainer: | Yunhan Wu <wu-thomas at outlook.com> |
| BugReports: | https://github.com/wu-thomas/sae4health/issues |
| License: | AGPL-3 |
| URL: | https://sae4health.stat.uw.edu/, https://github.com/wu-thomas/sae4health |
| NeedsCompilation: | no |
| Additional_repositories: | https://inla.r-inla-download.org/R/testing/ |
| Language: | en-US |
| Citation: | sae4health citation info |
| Materials: | README |
| CRAN checks: | sae4health results |
| Reference manual: | sae4health.pdf |
| Package source: | sae4health_1.2.3.tar.gz |
| Windows binaries: | r-devel: sae4health_1.2.2.zip, r-release: sae4health_1.2.2.zip, r-oldrel: sae4health_1.2.2.zip |
| macOS binaries: | r-release (arm64): sae4health_1.2.3.tgz, r-oldrel (arm64): sae4health_1.2.3.tgz, r-release (x86_64): sae4health_1.2.3.tgz, r-oldrel (x86_64): sae4health_1.2.3.tgz |
| Old sources: | sae4health archive |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.