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rsae (version 0.3)

Robust Small Area Estimation

Description

Empirical best linear unbiased prediction (EBLUP) and robust prediction of the area-level means under the basic unit-level model. The model can be fitted by maximum likelihood or a (robust) M-estimator. Mean square prediction error is computed by a parametric bootstrap.

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Install

install.packages('rsae')

Monthly Downloads

706

Version

0.3

License

GPL-3

Issues

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Maintainer

Tobias Schoch

Last Published

February 6th, 2024

Functions in rsae (0.3)

fitsaemodel.control

Tuning Parameters of fitsaemodel
landsat

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

Means of the LANDSAT Data for Corn and Soybeans
makedata

Synthetic Data Generation for the Basic Unit-Level SAE Model
robpredict

Robust Prediction of Random Effects, Fixed Effects, and Area-Specific Means
rsae-package

Robust Small Area Estimation
saemodel

Setting Up a SAE Model
fitsaemodel

Fitting SAE Models