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SUMMER: Small-Area-Estimation Unit/Area Models and Methods forEstimation in R

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:2.0.0
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,lifecycle
Suggests:INLA,sn,knitr,rmarkdown,readstata13,patchwork,rdhs,R.rsp,sae,dplyr,tidyr,raster,fmesher,testthat (≥ 3.0.0)
Published:2025-01-07
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

Documentation:

Reference manual:SUMMER.html ,SUMMER.pdf
Vignettes:Specifying cluster-level model for mortality estimation (source)
Generic small area estimation (source)
Case Study: Estimating Subnational U5MR using DHS data (source)
Estimating Subnational U5MR using Simulated Data (source)

Downloads:

Package source: SUMMER_2.0.0.tar.gz
Windows binaries: r-devel:SUMMER_2.0.0.zip, r-release:SUMMER_2.0.0.zip, r-oldrel:SUMMER_2.0.0.zip
macOS binaries: r-release (arm64):SUMMER_2.0.0.tgz, r-oldrel (arm64):SUMMER_2.0.0.tgz, r-release (x86_64):SUMMER_2.0.0.tgz, r-oldrel (x86_64):SUMMER_2.0.0.tgz
Old sources: SUMMER archive

Reverse dependencies:

Reverse imports:GeoAdjust,sae4health,surveyPrev
Reverse suggests:survey

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=SUMMERto link to this page.


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