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

# Unit-Level and Area-Level Small Area Estimation

## Documentation for package ‘JoSAE’ version 0.3.0

- DESCRIPTION file
- User guides, package vignettes and other documentation

## Help Pages

JoSAE-package | Provides functions for some small area estimators and their mean squared errors.
eblup.mse.f.c1 | Functions to calculate the variance of an EBLUP estimate.
eblup.mse.f.c2 | Functions to calculate the variance of an EBLUP estimate.
eblup.mse.f.c2.ai | Functions to calculate the variance of an EBLUP estimate.
eblup.mse.f.c3 | Functions to calculate the variance of an EBLUP estimate.
eblup.mse.f.c3.asyvarcovarmat | Functions to calculate the variance of an EBLUP estimate.
eblup.mse.f.c3.star | Functions to calculate the variance of an EBLUP estimate.
eblup.mse.f.gamma.i | Functions to calculate the variance of an EBLUP estimate.
eblup.mse.f.wrap | Functions to calculate the variance of an EBLUP estimate.
JoSAE | Provides functions for some small area estimators and their mean squared errors.
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
sae.al.f | Area-level small area estimation under heteroscedasticity or homoscedasticity.
sae.ul.f | Unit-level small area estimation under heteroscedasticity.
ul.data.prep.f | Unit-level small area estimation under heteroscedasticity.
ul.est.f | Unit-level small area estimation under heteroscedasticity.
ul.reml.f | Unit-level small area estimation under heteroscedasticity.
ulal.sub.dom.dat | Domain-level data.
ulal.sub.samp.dat | Unit-level sample data.