Package: saeHB.spatial 0.1.1

saeHB.spatial: Small Area Estimation Hierarchical Bayes For Spatial Model

Provides several functions and datasets for area level of Small Area Estimation under Spatial Model using Hierarchical Bayesian (HB) Method. Model-based estimators include the HB estimators based on a Spatial Fay-Herriot model with univariate normal distribution for variable of interest.The 'rjags' package is employed to obtain parameter estimates. For the reference, see Rao and Molina (2015) <doi:10.1002/9781118735855>.

Authors:Arina Mana Sikana [aut, cre], Azka Ubaidillah [aut]

saeHB.spatial_0.1.1.tar.gz
saeHB.spatial_0.1.1.zip(r-4.7-any)saeHB.spatial_0.1.1.zip(r-4.6-any)saeHB.spatial_0.1.1.zip(r-4.5-any)
saeHB.spatial_0.1.1.tgz(r-4.6-any)saeHB.spatial_0.1.1.tgz(r-4.5-any)
saeHB.spatial_0.1.1.tar.gz(r-4.7-any)saeHB.spatial_0.1.1.tar.gz(r-4.6-any)
saeHB.spatial_0.1.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
saeHB.spatial/json (API)

# Install 'saeHB.spatial' in R:

install.packages('saeHB.spatial', repos = c('https://arinams.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/arinams/saehb.spatial/issues

Uses libs:

jags– Just Another Gibbs Sampler for Bayesian MCMC
c++– GNU Standard C++ Library v3

Datasets:

prox.mat - Proximity Matrix for Small Area Estimation under Spatial Simultaneous Autoregressive (SAR) Model
sp.norm - Synthetic Data for Small Area Estimation under Spatial Simultaneous Autoregressive (SAR) Model and Normal Distribution
sp.normNs - Synthetic Data for Small Area Estimation under Spatial Simultaneous Autoregressive (SAR) Model and Normal Distribution with non-sampled area

On CRAN:

jags cpp

3.70 score 4 scripts 252 downloads 1 exports 11 dependencies

Last updated from:f72fbe3d79. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel	OK	121
source / vignettes	OK	155
linux-release	OK	109
macos-release	OK	184
macos-oldrel	OK	179
windows-devel	OK	62
windows-release	OK	112
windows-oldrel	OK	73
wasm-release	OK	82

Exports:sar.normal

Dependencies:cli coda glue lattice lifecycle magrittr rjags rlang stringi stringr vctrs

saeHB_spatial

Rendered fromsaeHB_spatial.Rmdusingknitr::rmarkdown

Last update: 2022-02-16
Started: 2022-02-16

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Proximity Matrix for Small Area Estimation under Spatial Simultaneous Autoregressive (SAR) Model	prox.mat
saeHB.spatial : Small Area Estimation Hierarchical Bayes For Spatial Model	saeHB.spatial
Small Area Estimation under Spatial Simultaneous Autoregressive (SAR) Model and Normal Distribution using Hierarchical Bayesian Method	sar.normal
Synthetic Data for Small Area Estimation under Spatial Simultaneous Autoregressive (SAR) Model and Normal Distribution	sp.norm
Synthetic Data for Small Area Estimation under Spatial Simultaneous Autoregressive (SAR) Model and Normal Distribution with non-sampled area	sp.normNs