Package: saeHB.unit 0.1.0

saeHB.unit: Basic Unit Level Model using Hierarchical Bayesian Approach

Small area estimation unit level models (Battese-Harter-Fuller model) with a Bayesian Hierarchical approach. See also Rao & Molina (2015, ISBN:978-1-118-73578-7) and Battese et al. (1988) <doi:10.1080/01621459.1988.10478561>.

Authors:Ridson Al Farizal P [aut, cre, cph], Azka Ubaidillah [aut]

saeHB.unit_0.1.0.tar.gz
saeHB.unit_0.1.0.zip(r-4.7-any)saeHB.unit_0.1.0.zip(r-4.6-any)saeHB.unit_0.1.0.zip(r-4.5-any)
saeHB.unit_0.1.0.tgz(r-4.6-any)saeHB.unit_0.1.0.tgz(r-4.5-any)
saeHB.unit_0.1.0.tar.gz(r-4.7-any)saeHB.unit_0.1.0.tar.gz(r-4.6-any)
saeHB.unit_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
saeHB.unit/json (API)

# Install 'saeHB.unit' in R:

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

Bug tracker:https://github.com/alfrzlp/saehb.unit/issues

Uses libs:

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

Datasets:

cornsoybean - Corn and soy beans survey and satellite data in 12 counties in Iowa
cornsoybeanmeans - Corn and soy beans mean number of pixels per segment for 12 counties in Iowa.
dummy_area - Dummy_area
dummy_unit - Dummy_unit

On CRAN:

jags cpp

2.70 score 1 scripts 201 downloads 2 exports 18 dependencies

Last updated from:cde6c5d97a. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel	OK	102
source / vignettes	OK	138
linux-release	OK	110
macos-release	OK	111
macos-oldrel	OK	123
windows-devel	OK	72
windows-release	OK	62
windows-oldrel	OK	68
wasm-release	OK	85

Exports:autoplot hb_unit

Dependencies:cli coda dplyr generics glue lattice lifecycle magrittr pillar pkgconfig R6 rjags rlang tibble tidyselect utf8 vctrs withr

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Create a complete ggplot appropriate to a particular data type	autoplot
Autoplot	autoplot.saehb
Corn and soy beans survey and satellite data in 12 counties in Iowa	cornsoybean
Corn and soy beans mean number of pixels per segment for 12 counties in Iowa.	cornsoybeanmeans
dummy_area	dummy_area
dummy_unit	dummy_unit
Basic Unit Level Model (Battese-Harter-Fuller model) using Hierarchical Bayesian Approach	hb_unit
Summary sae HB model	summary.saehb