Function reference • SAEforest

All functions

MERFranger(): Main function for unit-level MERF

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

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

load_shapeaustria(): Loading the Shape File for Austrian Districts

map_indicators(): Visualizes disaggregated estimates on a map

plot(<SAEforest>): Plot function for a 'SAEforest' object

popNsize: Demographic population-size data

print(<SAEforest>): Prints a 'SAEforest' object

summarize_indicators(): Presents point, MSE and CV estimates

summary(<SAEforest>): Summarizes an 'SAEforest' object

tune_parameters(): Tuning and cross-validation of MERF parameters