Package: saeHB.unit 0.1.0

Ridson Al Farizal P

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]

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saeHB.unit.pdf |saeHB.unit.html✨
saeHB.unit/json (API)
NEWS

# Install 'saeHB.unit' in R:

install.packages('saeHB.unit', repos = c('https://alfrzlp.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:

2 exports 1 stars 1.10 score 19 dependencies 1 scripts 159 downloads

Last updated 11 months agofrom:cde6c5d97a. Checks:OK: 1 NOTE: 6. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Sep 11 2024
R-4.5-win	NOTE	Sep 11 2024
R-4.5-linux	NOTE	Sep 11 2024
R-4.4-win	NOTE	Sep 11 2024
R-4.4-mac	NOTE	Sep 11 2024
R-4.3-win	NOTE	Sep 11 2024
R-4.3-mac	NOTE	Sep 11 2024

Exports:autoplot hb_unit

Dependencies:cli coda dplyr fansi 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