Unit-Level and Area-Level Small Area Estimation

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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.