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JoSAE (version 0.1)

Functions for unit-level small area estimators and their variances

Description

This package currently implements the GREG and unit level EBLUP estimators and the estimate of their variance to further document the publication of Breidenbach and Astrup (2011). It also contains an extensive example that explains the use of the implemented functions.

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Version

Install

install.packages('JoSAE')

Monthly Downloads

327

Version

0.1

License

GPL-2

Maintainer

Johannes Breidenbach

Last Published

September 8th, 2011

Functions in JoSAE (0.1)

JoSAE-package

Provides functions for small area estimation and the estimate of variances (mean squared errors).
JoSAE.sample.data

Sample plots of the Norwegian National Forest Inventory (NNFI) with a variable of interest and an auxiliary variable
JoSAE.gamma.i.f

Returns the gamma_i value for the GREG-like design of the EBLUP estimator
eblup.mse.f

Helper functions to derive the variance of the EBLUP estimate
JoSAE.domain.data

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