Package: sae.projection Type: Package Title: Small Area Estimation Using Model-Assisted Projection Method Version: 0.1.5 Authors@R: c( person("Ridson", "Al Farizal P", role = c("aut", "cre","cph"), email = "ridsonalfarizal15@gmail.com", comment = c(ORCID = "0000-0003-0617-0214")), person("Azka", "Ubaidillah", role = "aut", email = "azka@stis.ac.id", comment = c(ORCID = "0000-0002-3597-0459")), person("Silvi", "Ajeng Larasati", role = "aut", email = "ajeng397544@gmail.com"), person("Amelia", "Rahayu", role = "aut", email = "rhaymeliaa1616@gmail.com") ) Description: 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) . License: MIT + file LICENSE Encoding: UTF-8 LazyData: true URL: https://github.com/Alfrzlp/sae.projection BugReports: https://github.com/Alfrzlp/sae.projection/issues Imports: survey, cli, doParallel, dplyr, methods, parsnip, recipes, rlang, rsample, stats, tune, workflows, yardstick, bonsai, ranger, randomForest, themis, lightgbm, caret Depends: R (>= 4.3.0), tidymodels NeedsCompilation: no VignetteBuilder: knitr Suggests: knitr, rmarkdown, quarto, testthat (>= 3.0.0) Config/testthat/edition: 3 Language: en-US Config/roxygen2/version: 8.0.0 Config/pak/sysreqs: cmake make libicu-dev libuv1-dev Repository: https://ridsonap.r-universe.dev Date/Publication: 2026-09-26 02:17:08 UTC RemoteUrl: https://github.com/ridsonap/sae.projection RemoteRef: HEAD RemoteSha: 4ef20cd4ad156b8a3da1dd24b1c1649df4e4b4ab Packaged: 2026-09-26 08:20:01 UTC; root Author: Ridson Al Farizal P [aut, cre, cph] (ORCID: ), Azka Ubaidillah [aut] (ORCID: ), Silvi Ajeng Larasati [aut], Amelia Rahayu [aut] Maintainer: Ridson Al Farizal P