Package: sae.projection 0.1.1
sae.projection: Small Area Estimation Using Model-Assisted Projection Method
Combines information from two independent surveys using a model-assisted projection method. Designed for survey sampling scenarios where a large sample collects only auxiliary information (Survey 1) and a smaller sample provides data on both variables of interest and auxiliary variables (Survey 2). Implements a working model to generate synthetic values of the variable of interest by fitting the model to Survey 2 data and predicting values for Survey 1 based on its auxiliary variables (Kim & Rao, 2012) <doi:10.1093/biomet/asr063>.
Authors:
sae.projection_0.1.1.tar.gz
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sae.projection.pdf |sae.projection.html✨
sae.projection/json (API)
| # Install 'sae.projection' in R: |
| install.packages('sae.projection', repos = c('https://alfrzlp.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/alfrzlp/sae.projection/issues
- df_susenas_mar2020 - Df_susenas_mar2020: Maret 2020 National Socio-Economic Survey (Susenas) Dataset for DKI Jakarta, Indonesia
- df_susenas_sep2020 - Df_susenas_sep2020: September 2020 National Socio-Economic Survey (Susenas) Dataset for DKI Jakarta, Indonesia
- df_svy22 - Df_svy22: August 2022 National Labor Force Survey Dataset for East Java, Indonesia.
- df_svy23 - Df_svy23: August 2023 National Labor Force Survey Dataset for East Java, Indonesia.
Last updated 1 months agofrom:9b6ae8c159. Checks:9 OK. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Mar 17 2025 |
| R-4.5-win | OK | Mar 17 2025 |
| R-4.5-mac | OK | Mar 17 2025 |
| R-4.5-linux | OK | Mar 17 2025 |
| R-4.4-win | OK | Mar 17 2025 |
| R-4.4-mac | OK | Mar 17 2025 |
| R-4.4-linux | OK | Mar 17 2025 |
| R-4.3-win | OK | Mar 17 2025 |
| R-4.3-mac | OK | Mar 17 2025 |
Exports:projectionProjection_rfProjection_rf_CorrectedBias
Dependencies:backportsbonsaibroomcachemcaretclasscliclockcodetoolscolorspaceconflictedcpp11data.tableDBIdiagramdialsDiceDesigndigestdoFuturedoParalleldplyre1071fansifarverfastmapforeachfurrrfuturefuture.applygenericsggplot2globalsgluegowerGPfitgtablehardhatinferipredisobanditeratorsjsonliteKernSmoothlabelinglatticelavalhslifecyclelightgbmlistenvlubridatemagrittrMASSMatrixmemoisemgcvminqamitoolsmodeldatamodelenvModelMetricsmunsellnlmennetnumDerivparallellyparsnippatchworkpillarpkgconfigplyrprettyunitspROCprodlimprogressrproxypurrrR6randomForestrangerRANNRColorBrewerRcppRcppArmadilloRcppEigenrecipesreshape2rlangROSErpartrsamplerstudioapiscalessfdshapeslidersparsevctrsSQUAREMstringistringrsurveysurvivalthemistibbletidymodelstidyrtidyselecttimechangetimeDatetunetzdbutf8vctrsviridisLitewarpwithrworkflowsworkflowsetsyardstick
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| df_susenas_mar2020: Maret 2020 National Socio-Economic Survey (Susenas) Dataset for DKI Jakarta, Indonesia | df_susenas_mar2020 |
| df_susenas_sep2020: September 2020 National Socio-Economic Survey (Susenas) Dataset for DKI Jakarta, Indonesia | df_susenas_sep2020 |
| df_svy22: August 2022 National Labor Force Survey Dataset for East Java, Indonesia. | df_svy22 |
| df_svy23: August 2023 National Labor Force Survey Dataset for East Java, Indonesia. | df_svy23 |
| Projection Estimator | projection |
| Projection_rf | Projection_rf |
| Projection_rf_CorrectedBias | Projection_rf_CorrectedBias |
