Transformations for Unit-Level Small Area Models


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Documentation for package ‘saeTrafo’ version 1.0.2

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saeTrafo-package The R Package saeTrafo for Estimating unit-level Small Area Models under Transformations
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