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Provides methods for spatial and spatio-temporal smoothing of demographic and health indicators using survey data, with particular focus on estimating and projecting under-five mortality rates, described in Mercer et al. (2015) <doi:10.1214/15-AOAS872>, Li et al. (2019) <doi:10.1371/journal.pone.0210645>, Wu et al. (DHS Spatial Analysis Reports No. 21, 2021), and Li et al. (2023) <doi:10.48550/arXiv.2007.05117>.
| Version: | 1.4.0 |
| Depends: | R (≥ 3.5) |
| Imports: | survey, stats, spdep, survival, ggplot2, scales, utils, Matrix, reshape2, viridis, sp, sf, shadowtext, ggridges, methods, data.table, RColorBrewer, grDevices, fields, terra, haven |
| Suggests: | INLA, knitr, rmarkdown, readstata13, patchwork, rdhs, R.rsp, sae, dplyr, tidyr, raster |
| Published: | 2024-03-01 |
| Author: | Zehang R Li [cre, aut], Bryan D Martin [aut], Yuan Hsiao [aut], Jessica Godwin [aut], John Paige [aut], Peter Gao [aut], Jon Wakefield [aut], Samuel J Clark [aut], Geir-Arne Fuglstad [aut], Andrea Riebler [aut] |
| Maintainer: | Zehang R Li <lizehang at gmail.com> |
| BugReports: | https://github.com/richardli/SUMMER/issues |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | https://github.com/richardli/SUMMER, https://richardli.github.io/SUMMER/ |
| NeedsCompilation: | no |
| Additional_repositories: | https://inla.r-inla-download.org/R/testing/ |
| Materials: | README NEWS |
| In views: | OfficialStatistics |
| CRAN checks: | SUMMER results |
| Reference manual: | SUMMER.pdf |
| Vignettes: |
Generic small area estimation Case Study: Estimating Subnational U5MR using DHS data Estimating Subnational U5MR using Simulated Data |
| Package source: | SUMMER_1.4.0.tar.gz |
| Windows binaries: | r-devel: SUMMER_1.4.0.zip, r-release: SUMMER_1.4.0.zip, r-oldrel: SUMMER_1.4.0.zip |
| macOS binaries: | r-release (arm64): SUMMER_1.4.0.tgz, r-oldrel (arm64): SUMMER_1.4.0.tgz, r-release (x86_64): SUMMER_1.4.0.tgz, r-oldrel (x86_64): SUMMER_1.4.0.tgz |
| Old sources: | SUMMER archive |
| Reverse imports: | GeoAdjust, surveyPrev |
| Reverse suggests: | survey |
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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.
Health stats visible at Monitor.