Package: sae.projection 0.1.4

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:Ridson Al Farizal P [aut, cre, cph], Azka Ubaidillah [aut], Silvi Ajeng Larasati [aut], Amelia Rahayu [aut]

sae.projection_0.1.4.tar.gz
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sae.projection_0.1.4.tgz(r-4.6-any)sae.projection_0.1.4.tgz(r-4.5-any)
sae.projection_0.1.4.tar.gz(r-4.7-any)sae.projection_0.1.4.tar.gz(r-4.6-any)
sae.projection_0.1.4.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
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

Uses libs:
  • openjdk– OpenJDK Java runtime, using Hotspot JIT
Datasets:

On CRAN:

Conda:

openjdk

4.22 score 11 scripts 207 downloads 1 mentions 3 exports 141 dependencies

Last updated from:d9f90b3c69. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK583
source / vignettesOK292
linux-release-x86_64OK556
macos-release-arm64OK508
macos-oldrel-arm64OK551
windows-develOK563
windows-releaseOK528
windows-oldrelOK540
wasm-releaseOK174

Exports:ma_projectionprojection_randomforestprojection_xgboost

Dependencies:backportsbase64encbonsaibroombslibcachemcaretclasscliclockcodetoolsconflictedcpp11data.tableDBIdiagramdialsDiceDesigndigestdoParalleldplyre1071entropyevaluatefarverfastmapfontawesomeforeachfsFSelectorfurrrfuturefuture.applyGauProgenericsggplot2glmnetglobalsgluegowergtablehardhathighrhtmltoolsinferipredisobanditeratorsjquerylibjsonliteKernSmoothknitrlabelinglatticelavalbfgslifecyclelightgbmlistenvlubridatemagrittrMASSMatrixmemoisemimeminqamitoolsmixoptmodeldatamodelenvModelMetricsnlmennetnumDerivparallellyparsnippatchworkpillarpkgconfigplyrprettyunitspROCprodlimprogressrproxypurrrR6randomForestrangerRANNrappdirsRColorBrewerRcppRcppArmadilloRcppEigenrecipesreshape2rJavarlangrmarkdownROSErpartrsamplerstudioapiRWekaRWekajarsS7sassscalessfdshapeslidersparsevctrssplitfngrSQUAREMstringistringrsurveysurvivaltailorthemistibbletidymodelstidyrtidyselecttimechangetimeDatetinytextunetzdbutf8vctrsviridisLitewarpwithrworkflowsworkflowsetsxfunxgboostyamlyardstick

sae.projection: A Model-Assisted Projection Estimator for Combining Independent Surveys

Ridson Al Farizal P ([email protected])

Rendered fromma_projection.Rmdusingknitr::rmarkdownon May 28 2026.

Last update: 2025-07-06
Started: 2025-07-04