Package: povmap 1.0.1

Ifeanyi Edochie

povmap: Extension to the 'emdi' Package

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'.

Authors:Ifeanyi Edochie [aut, cre], David Newhouse [aut], Nora Würz [aut], Timo Schmid [aut]

povmap_1.0.1.tar.gz
povmap_1.0.1.zip(r-4.5)povmap_1.0.1.zip(r-4.4)povmap_1.0.1.zip(r-4.3)
povmap_1.0.1.tgz(r-4.4-any)povmap_1.0.1.tgz(r-4.3-any)
povmap_1.0.1.tar.gz(r-4.5-noble)povmap_1.0.1.tar.gz(r-4.4-noble)
povmap_1.0.1.tgz(r-4.4-emscripten)povmap_1.0.1.tgz(r-4.3-emscripten)
povmap.pdf |povmap.html✨
povmap/json (API)
NEWS

# Install 'povmap' in R:
install.packages('povmap', repos = c('https://ssa-statistical-team-projects.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/ssa-statistical-team-projects/povmap/issues

Datasets:

On CRAN:

57 exports 1.81 score 146 dependencies 10 scripts 209 downloads

Last updated 8 months agofrom:cdc5ffbcb2. Checks:OK: 1 NOTE: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 13 2024
R-4.5-winNOTESep 13 2024
R-4.5-linuxNOTESep 13 2024
R-4.4-winNOTESep 13 2024
R-4.4-macNOTESep 13 2024
R-4.3-winNOTESep 13 2024
R-4.3-macNOTESep 13 2024

Exports:benchmarkcombine_datacomparecompare_plotcompare_preddata_transformationdirectebpebp_compute_cvebp_normalityfitebp_report_byrankebp_reportcoef_tableebp_reportdescriptivesebp_test_meansestimatorsfhfixed.effectsfixed.effects.ebpfixed.effects.fhfixeffixef.ebpfixef.fhgetDatagetData.directgetData.ebpgetData.fhgetGroupsgetGroups.directgetGroups.ebpgetGroups.fhgetGroupsFormulagetGroupsFormula.directgetGroupsFormula.ebpgetGroupsFormula.fhgetResponsegetResponse.directgetResponse.ebpgetResponse.fhgetVarCovgetVarCov.ebpgetVarCov.fhintervalsintervals.ebpintervals.fhload_shapeaustriamap_plotrandom.effectsrandom.effects.ebprandom.effects.fhranefranef.ebpranef.fhspatialcor.testsstepwrite.excelwrite.odswtd.quantile

Dependencies:aoosassertthatbackportsBBmiscbestNormalizebootbrewbutchercachemcallrcellrangercheckmateclassclassIntcliclockcodetoolscolorspacecommonmarkcpp11crayondata.tableDBIdeldirdescdiagonalsdiagramdigestdoParalleldoRNGdplyre1071evaluatefansifarverfastmapforeachformula.toolsfsfuturefuture.applygenericsggplot2ggrepelglobalsgluegowergridExtragtablehardhathighrHLMdiaghmsinsightipredisobanditeratorsjanitorKernSmoothknitrlabelingLambertWlamWlatticelavalifecyclelistenvlobstrlubridatemagrittrMASSMatrixmemoisemgcvminqamintymitoolsmodulesmomentsMuMInmunsellnlmennetnortestnumDerivopenxlsxoperator.toolsparallellyparallelMappbapplypillarpkgbuildpkgconfigpkgloadplyrprettyunitsprocessxprodlimprogressrproxypspurrrR6RColorBrewerRcppRcppArmadilloRcppParallelreadODSrecipesrematchreshape2rlangrngtoolsroxygen2rpartrprojroots2saeRobustscalessfshapesnakecasespspDataspdepSQUAREMstringistringrsurveysurvivaltibbletidyrtidyselecttimechangetimeDatetzdbunitsutf8vctrsviridisLitewithrwkxfunxml2yamlzip

Extension to the emdi package for small area estimation

Rendered frompovmap.pdf.asisusingR.rsp::asison Sep 13 2024.

Last update: 2023-07-07
Started: 2023-06-28

Readme and manuals

Help Manual

Help pageTopics
Benchmark Functionbenchmark
Combines Sample and Population Datacombine_data
Compare Functioncompare compare.fh
Shows Plots for the Comparison of Estimatescompare_plot compare_plot.direct compare_plot.ebp compare_plot.fh compare_plots_emdi
Compare Predictions of Model Objectscompare_pred compare_pred.emdi
Tranforms Dependent Variablesdata_transformation
Direct estimation of disaggregated indicatorsdirect
Empirical Best Prediction for Disaggregated Indicatorsebp
Coefficient of Variation (CV) estimations for Unit EBP Model Headcount Estimatesebp_compute_cv
Output Model fit and normality assumptionsebp_normalityfit
Produce EBP Head Count Population/Rate by Rankebp_report_byrank
Produce coefficient table for reportingebp_reportcoef_table
Create Descriptive Statistics for Small Area Estimation Reportebp_reportdescriptives
Perform test for difference between survey and census meansebp_test_means
A package for estimating and mapping disaggregated indicatorsemdi
Summarizes an emdiObjectemdi_summaries summary.direct summary.ebp summary.fh
Fitted emdiObjectemdiObject
Presents Point, MSE and CV Estimatesestimators estimators.emdi
Simulated eusilc data - population dataeusilcA_pop
Simulated eusilc data - aggregated population dataeusilcA_popAgg
Proximity matrix for spatial area-level modelseusilcA_prox
Simulated eusilc data - sample dataeusilcA_smp
Simulated eusilc data - aggregated sample dataeusilcA_smpAgg
Standard and Extended Fay-Herriot Models for Disaggregated Indicatorsfh
Extract Fixed Effects from an emdi Objectfixed.effects fixed.effects.ebp fixed.effects.fh fixef fixef.ebp fixef.fh
Extract emdi Object DatagetData getData.direct getData.ebp getData.fh
Extract Grouping Factors from an emdi ObjectgetGroups getGroups.direct getGroups.ebp getGroups.fh
Extract Grouping Formula from an emdi ObjectgetGroupsFormula getGroupsFormula.direct getGroupsFormula.ebp getGroupsFormula.fh
Extract Response Variable from an emdi ObjectgetResponse getResponse.direct getResponse.ebp getResponse.fh
Extract Variance-covariance Matrix from an emdi ObjectgetVarCov getVarCov.ebp getVarCov.fh
Confidence Intervals on Coefficients of an emdi Objectintervals intervals.ebp intervals.fh
Loading the Shape File for Austrian Districtsload_shapeaustria
Visualizes Regional Disaggregated Estimates on a Mapmap_plot
Plots for an emdi Objectplot.direct plot.ebp plot.emdi plot.fh
Predictions from emdi Objectspredict.emdi
Quantile-quantile Plots for an emdi Objectqqnorm.direct qqnorm.ebp qqnorm.emdi qqnorm.fh
Extract Random Effects of emdi Objectsrandom.effects random.effects.ebp random.effects.fh ranef ranef.ebp ranef.fh
Spatial Autocorrelation Testsspatialcor.tests
Step Functionstep step.default step.fh
Exports an emdiObject to an Excel File or OpenDocument Spreadsheetwrite.excel write.ods
Quick function to estimate weighted quantileswtd.quantile