CRAN/E | SUMMER

SUMMER

Small-Area-Estimation Unit/Area Models and Methods for Estimation in R

Installation

About

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) .

github.com/richardli/SUMMER
richardli.github.io/SUMMER/
Bug report File report

Key Metrics

Version 1.4.0
R ≥ 3.5
Published 2024-03-01 56 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks SUMMER results

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Maintainer

Maintainer

Zehang R Li

lizehang@gmail.com

Authors

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

Material

README
NEWS
Reference manual
Package source

In Views

OfficialStatistics

Additional repos

inla.r-inla-download.org/R/testing/

Vignettes

Generic small area estimation
Case Study: Estimating Subnational U5MR using DHS data
Estimating Subnational U5MR using Simulated Data

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

SUMMER archive

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

Reverse Imports

GeoAdjust