Transformations for Unit-Level Small Area Models


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Documentation for package ‘saeTrafo’ version 1.0.0

Help Pages

compare_plot Shows plots for the comparison of estimates
compare_plot.NER Shows plots for the comparison of estimates
compare_plots_saeTrafo Shows plots for the comparison of estimates
compare_pred Compare predictions of model objects
compare_pred.saeTrafo Compare predictions of model objects
estimators Presents point, MSE and CV estimates
estimators.saeTrafo Presents point, MSE and CV estimates
eusilcA_pop Simulated eusilc data - population data
eusilcA_smp Simulated eusilc data - sample data
fixed.effects Extract fixed effects from an 'saeTrafo' object
fixed.effects.NER Extract fixed effects from an 'saeTrafo' object
fixef Extract fixed effects from an 'saeTrafo' object
fixef.NER Extract fixed effects from an 'saeTrafo' object
getData Extract 'saeTrafo' object data
getData.NER Extract 'saeTrafo' object data
getGroups Extract grouping factors from an 'saeTrafo' object
getGroups.NER Extract grouping factors from an 'saeTrafo' object
getGroupsFormula Extract grouping formula from a 'saeTrafo' object
getGroupsFormula.NER Extract grouping formula from a 'saeTrafo' object
getResponse Extract response variable from an 'saeTrafo' object
getResponse.NER Extract response variable from an 'saeTrafo' object
getVarCov Extract variance-covariance matrix from an 'saeTrafo' object
getVarCov.NER Extract variance-covariance matrix from an 'saeTrafo' object
intervals Confidence intervals on coefficients of an 'saeTrafo' object
intervals.NER Confidence intervals on coefficients of an 'saeTrafo' object
load_shapeaustria Loading the shape file for Austrian districts
map_plot Visualizes regional disaggregated estimates on a map
NER_Trafo Nested error regression Model under transformations
plot.saeTrafo Plots for an 'saeTrafo' object
pop_area_size Aggregates from simulated eusilc population data: domain sizes
pop_cov Aggregates from simulated eusilc population data: domain-specific covariances
pop_mean Aggregates from simulated eusilc population data: domain-specific means
predict.NER Predictions from 'saeTrafo' objects
qqnorm.saeTrafo Quantile-quantile plots for an 'saeTrafo' object
random.effects Extract random effects of 'saeTrafo' object
random.effects.NER Extract random effects of 'saeTrafo' object
ranef Extract random effects of 'saeTrafo' object
ranef.NER Extract random effects of 'saeTrafo' object
saeTrafo The R Package 'saeTrafo' for Estimating unit-level Small Area Models under Transformations
saeTrafoObject Fitted saeTrafoObject
summaries.saeTrafo Summarizes an 'saeTrafo' object
summary.NER Summarizes an 'saeTrafo' object
write.excel Exports an 'saeTrafo' Object to an Excel file or OpenDocument Spreadsheet
write.ods Exports an 'saeTrafo' Object to an Excel file or OpenDocument Spreadsheet