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JoSAE (version 0.3.0)

Unit-Level and Area-Level Small Area Estimation

Description

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) , Breidenbach et al. (2016) and Breidenbach et al. (2018 in press). The vignette further explains the use of the implemented functions.

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Version

Install

install.packages('JoSAE')

Monthly Downloads

353

Version

0.3.0

License

GPL-2

Maintainer

Johannes Breidenbach

Last Published

May 6th, 2018

Functions in JoSAE (0.3.0)

eblup.mse.f.wrap

Functions to calculate the variance of an EBLUP estimate.

JoSAE.domain.data

Dataframe containing the domains population and number of elements and mean of the auxiliary variable

Unit-level small area estimation under heteroscedasticity.

JoSAE.sample.data

Sample plots of the Norwegian National Forest Inventory (NNFI) with a variable of interest and an auxiliary variable

Area-level small area estimation under heteroscedasticity or homoscedasticity.

ulal.sub.samp.dat

Unit-level sample data.

ulal.sub.dom.dat

Domain-level data.

Sample plots of the Norwegian National Forest Inventory (NFI) with a variable of interest and an auxiliary variable

Provides functions for some small area estimators and their mean squared errors.

LANDSAT data: Prediction of County Crop Areas Using Survey and Satellite Data