Package: JoSAE 0.3.0

JoSAE: Unit-Level and Area-Level Small Area Estimation

Implementation of some unit and area level EBLUP estimators as well as the estimators of their MSE also under heteroscedasticity. The package further documents the publications Breidenbach and Astrup (2012) <doi:10.1007/s10342-012-0596-7>, Breidenbach et al. (2016) <doi:10.1016/j.rse.2015.07.026> and Breidenbach et al. (2018 in press). The vignette further explains the use of the implemented functions.

Authors:Johannes Breidenbach

JoSAE_0.3.0.tar.gz
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JoSAE.pdf |JoSAE.html✨
JoSAE/json (API)

# Install 'JoSAE' in R:
install.packages('JoSAE', repos = c('https://jonibio.r-universe.dev', 'https://cloud.r-project.org'))
Datasets:
  • JoSAE.domain.data - Dataframe containing the domains population and number of elements and mean of the auxiliary variable
  • JoSAE.sample.data - Sample plots of the Norwegian National Forest Inventory (NNFI) with a variable of interest and an auxiliary variable
  • landsat - LANDSAT data: Prediction of County Crop Areas Using Survey and Satellite Data
  • nfi - Sample plots of the Norwegian National Forest Inventory (NFI) with a variable of interest and an auxiliary variable
  • ulal.sub.dom.dat - Domain-level data.
  • ulal.sub.samp.dat - Unit-level sample data.

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

2.95 score 1 stars 2 packages 15 scripts 351 downloads 13 exports 2 dependencies

Last updated 7 years agofrom:45317838fa. Checks:7 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKJan 25 2025
R-4.5-winOKJan 25 2025
R-4.5-linuxOKJan 25 2025
R-4.4-winOKJan 25 2025
R-4.4-macOKJan 25 2025
R-4.3-winOKJan 25 2025
R-4.3-macOKJan 25 2025

Exports:eblup.mse.f.c1eblup.mse.f.c2eblup.mse.f.c2.aieblup.mse.f.c3eblup.mse.f.c3.asyvarcovarmateblup.mse.f.c3.stareblup.mse.f.gamma.ieblup.mse.f.wrapsae.al.fsae.ul.ful.data.prep.ful.est.ful.reml.f

Dependencies:latticenlme

JoSAE: Functions for unit-level small area estimators and their variance

Rendered fromJoSAE.Rnwusingutils::Sweaveon Jan 25 2025.

Last update: 2015-08-07
Started: 2013-12-14