Extension to the 'emdi' Package


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Documentation for package ‘povmap’ version 1.0.1

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benchmark Benchmark Function
combine_data Combines Sample and Population Data
compare Compare Function
compare.fh Compare Function
compare_plot Shows Plots for the Comparison of Estimates
compare_plot.direct Shows Plots for the Comparison of Estimates
compare_plot.ebp Shows Plots for the Comparison of Estimates
compare_plot.fh Shows Plots for the Comparison of Estimates
compare_plots_emdi Shows Plots for the Comparison of Estimates
compare_pred Compare Predictions of Model Objects
compare_pred.emdi Compare Predictions of Model Objects
data_transformation Tranforms Dependent Variables
direct Direct estimation of disaggregated indicators
ebp Empirical Best Prediction for Disaggregated Indicators
ebp_compute_cv Coefficient of Variation (CV) estimations for Unit EBP Model Headcount Estimates
ebp_normalityfit Output Model fit and normality assumptions
ebp_reportcoef_table Produce coefficient table for reporting
ebp_reportdescriptives Create Descriptive Statistics for Small Area Estimation Report
ebp_report_byrank Produce EBP Head Count Population/Rate by Rank
ebp_test_means Perform test for difference between survey and census means
emdi A package for estimating and mapping disaggregated indicators
emdiObject Fitted emdiObject
emdi_summaries Summarizes an emdiObject
estimators Presents Point, MSE and CV Estimates
estimators.emdi Presents Point, MSE and CV Estimates
eusilcA_pop Simulated eusilc data - population data
eusilcA_popAgg Simulated eusilc data - aggregated population data
eusilcA_prox Proximity matrix for spatial area-level models
eusilcA_smp Simulated eusilc data - sample data
eusilcA_smpAgg Simulated eusilc data - aggregated sample data
fh Standard and Extended Fay-Herriot Models for Disaggregated Indicators
fixed.effects Extract Fixed Effects from an emdi Object
fixed.effects.ebp Extract Fixed Effects from an emdi Object
fixed.effects.fh Extract Fixed Effects from an emdi Object
fixef Extract Fixed Effects from an emdi Object
fixef.ebp Extract Fixed Effects from an emdi Object
fixef.fh Extract Fixed Effects from an emdi Object
getData Extract emdi Object Data
getData.direct Extract emdi Object Data
getData.ebp Extract emdi Object Data
getData.fh Extract emdi Object Data
getGroups Extract Grouping Factors from an emdi Object
getGroups.direct Extract Grouping Factors from an emdi Object
getGroups.ebp Extract Grouping Factors from an emdi Object
getGroups.fh Extract Grouping Factors from an emdi Object
getGroupsFormula Extract Grouping Formula from an emdi Object
getGroupsFormula.direct Extract Grouping Formula from an emdi Object
getGroupsFormula.ebp Extract Grouping Formula from an emdi Object
getGroupsFormula.fh Extract Grouping Formula from an emdi Object
getResponse Extract Response Variable from an emdi Object
getResponse.direct Extract Response Variable from an emdi Object
getResponse.ebp Extract Response Variable from an emdi Object
getResponse.fh Extract Response Variable from an emdi Object
getVarCov Extract Variance-covariance Matrix from an emdi Object
getVarCov.ebp Extract Variance-covariance Matrix from an emdi Object
getVarCov.fh Extract Variance-covariance Matrix from an emdi Object
intervals Confidence Intervals on Coefficients of an emdi Object
intervals.ebp Confidence Intervals on Coefficients of an emdi Object
intervals.fh Confidence Intervals on Coefficients of an emdi Object
load_shapeaustria Loading the Shape File for Austrian Districts
map_plot Visualizes Regional Disaggregated Estimates on a Map
plot.direct Plots for an emdi Object
plot.ebp Plots for an emdi Object
plot.emdi Plots for an emdi Object
plot.fh Plots for an emdi Object
predict.emdi Predictions from emdi Objects
qqnorm.direct Quantile-quantile Plots for an emdi Object
qqnorm.ebp Quantile-quantile Plots for an emdi Object
qqnorm.emdi Quantile-quantile Plots for an emdi Object
qqnorm.fh Quantile-quantile Plots for an emdi Object
random.effects Extract Random Effects of emdi Objects
random.effects.ebp Extract Random Effects of emdi Objects
random.effects.fh Extract Random Effects of emdi Objects
ranef Extract Random Effects of emdi Objects
ranef.ebp Extract Random Effects of emdi Objects
ranef.fh Extract Random Effects of emdi Objects
spatialcor.tests Spatial Autocorrelation Tests
step Step Function
step.default Step Function
step.fh Step Function
summary.direct Summarizes an emdiObject
summary.ebp Summarizes an emdiObject
summary.fh Summarizes an emdiObject
write.excel Exports an emdiObject to an Excel File or OpenDocument Spreadsheet
write.ods Exports an emdiObject to an Excel File or OpenDocument Spreadsheet
wtd.quantile Quick function to estimate weighted quantiles