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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 |
| DOI: | 10.32614/CRAN.package.SUMMER |
| 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.