Robust Small Area Estimation


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Documentation for package ‘rsae’ version 0.1-5

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rsae-package Robust Small Area Estimation
.computekappa Internal functions
.fitsaemodel.huberm Internal functions
.initmethod Internal functions
as.matrix.saemodel Set up a SAE model
coef.fitsaemodel Fit SAE model using various methods
convergence Fit SAE model using various methods
fitsaemodel Fit SAE model using various methods
fitsaemodel.control Tuning parameters of fitsaemodel
landsat LANDSAT data: Prediction of County Crop Areas Using Survey and Satellite Data
makedata Synthetic data generation for the basic unit-level SAE model (incl. outlier contamination)
plot.meanssaemodel Robust prediction of random effects, fixed effects, and area-specific means
print.fitsaemodel Fit SAE model using various methods
print.meanssaemodel Robust prediction of random effects, fixed effects, and area-specific means
print.saemodel Set up a SAE model
residuals.meanssaemodel Robust prediction of random effects, fixed effects, and area-specific means
robpredict Robust prediction of random effects, fixed effects, and area-specific means
rsae Robust Small Area Estimation
sae-internal Internal functions
saemodel Set up a SAE model
summary.fitsaemodel Fit SAE model using various methods
summary.saemodel Set up a SAE model