Mixed Effect Random Forests for Small Area Estimation

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Documentation for package ‘SAEforest’ version 1.0.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

eusilcA_pop	Simulated EU-SILC data - population data
eusilcA_popAgg	Simulated EU-SILC data - aggregated population data
eusilcA_smp	Simulated EU-SILC data - survey sample data
map_indicators	Visualizes disaggregated estimates on a map
MERFranger	Main function for unit-level MERF
plot.SAEforest	Plot function for a 'SAEforest' object
popNsize	Demographic population-size data
print.SAEforest	Prints a 'SAEforest' object
SAEforest	'SAEforest' - Estimating disaggregated indicators using Mixed Effects Random Forests
SAEforestObject	Fitted 'SAEforest' object
SAEforest_model	Main function for the estimation of domain-level (nonlinear) indicators with MERFs
shape_Aut	Data on shape for Austrian districts
summarize_indicators	Presents point, MSE and CV estimates
summary.SAEforest	Summarizes an 'SAEforest' object
tune_parameters	Tuning and cross-validation of MERF parameters