Extension to the 'emdi' Package
Benchmark Function
Combines Sample and Population Data
Compare Function
Shows Plots for the Comparison of Estimates
Compare Predictions of Model Objects
Tranforms Dependent Variables
Direct estimation of disaggregated indicators
Empirical Best Prediction for Disaggregated Indicators
Coefficient of Variation (CV) estimations for Unit EBP Model Headcount...
Output Model fit and normality assumptions
Produce EBP Head Count Population/Rate by Rank
Produce coefficient table for reporting
Create Descriptive Statistics for Small Area Estimation Report
Perform test for difference between survey and census means
A package for estimating and mapping disaggregated indicators
Summarizes an emdiObject
Fitted emdiObject
Presents Point, MSE and CV Estimates
Standard and Extended Fay-Herriot Models for Disaggregated Indicators
Extract Fixed Effects from an emdi Object
Extract emdi Object Data
Extract Grouping Factors from an emdi Object
Extract Grouping Formula from an emdi Object
Extract Response Variable from an emdi Object
Extract Variance-covariance Matrix from an emdi Object
Confidence Intervals on Coefficients of an emdi Object
Loading the Shape File for Austrian Districts
Visualizes Regional Disaggregated Estimates on a Map
Plots for an emdi Object
Predictions from emdi Objects
Quantile-quantile Plots for an emdi Object
Extract Random Effects of emdi Objects
Spatial Autocorrelation Tests
Step Function
Exports an emdiObject to an Excel File or OpenDocument Spreadsheet
Quick function to estimate weighted quantiles
The R package 'povmap' supports small area estimation of means and poverty headcount rates. It adds several new features to the 'emdi' package (see "The R Package emdi for Estimating and Mapping Regionally Disaggregated Indicators" by Kreutzmann et al. (2019) <doi:10.18637/jss.v091.i07>). These include new options for incorporating survey weights, ex-post benchmarking of estimates, two additional transformations, several new convenient functions to assist with reporting results, and a wrapper function to facilitate access from 'Stata'.