Package: saens 0.1.1

Ridson Al Farizal P

saens: Small Area Estimation with Cluster Information for Estimation of Non-Sampled Areas

Implementation of small area estimation (Fay-Herriot model) with EBLUP (Empirical Best Linear Unbiased Prediction) Approach for non-sampled area estimation by adding cluster information and assuming that there are similarities among particular areas. See also Rao & Molina (2015, ISBN:978-1-118-73578-7) and Anisa et al. (2013) <doi:10.9790/5728-10121519>.

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

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saens.pdf |saens.html✨
saens/json (API)
NEWS

# Install 'saens' in R:

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

Bug tracker:https://github.com/alfrzlp/sae-ns/issues

Datasets:

milk - Milk: Data on fresh milk expenditure.
mys - Mys: mean years of schooling people with disabilities in Papua Island, Indonesia.

On CRAN:

3 exports 2 stars 1.10 score 36 dependencies 1 scripts 134 downloads

Last updated 5 hours agofrom:86f5adf89f. Checks:OK: 7. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Sep 18 2024
R-4.5-win	OK	Sep 18 2024
R-4.5-linux	OK	Sep 18 2024
R-4.4-win	OK	Sep 18 2024
R-4.4-mac	OK	Sep 18 2024
R-4.3-win	OK	Sep 18 2024
R-4.3-mac	OK	Sep 18 2024

Exports:autoplot eblupfh eblupfh_cluster

Dependencies:cli colorspace cpp11 dplyr fansi farver generics ggplot2 glue gtable isoband labeling lattice lifecycle magrittr MASS Matrix mgcv munsell nlme pillar pkgconfig purrr R6 RColorBrewer rlang scales stringi stringr tibble tidyr tidyselect utf8 vctrs viridisLite withr

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Akaike's An Information Criterion.	AIC.eblupres BIC.eblupres
Create a complete ggplot appropriate to a particular data type	autoplot
Autoplot EBLUP results.	autoplot.eblupres
Extract Model Coefficients.	coef.eblupres
EBLUPs based on a Fay-Herriot Model.	eblupfh
EBLUPs based on a Fay-Herriot Model with Cluster Information.	eblupfh_cluster
Extract Log-Likelihood.	logLik.eblupres
milk: Data on fresh milk expenditure.	milk
mys: mean years of schooling people with disabilities in Papua Island, Indonesia.	mys
Summarizing EBLUP Model Fits.	summary.eblupres