Package: sae.projection
Type: Package
Title: Small Area Estimation Using Model-Assisted Projection Method
Version: 0.1.4
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) <doi:10.1093/biomet/asr063>.
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: FSelector, glmnet, xgboost, survey, cli, doParallel, dplyr,
        methods, parsnip, recipes, rlang, rsample, stats, tune,
        workflows, yardstick, bonsai, ranger, randomForest, themis,
        lightgbm, caret
RoxygenNote: 7.3.2
Depends: R (>= 4.3.0), tidymodels
NeedsCompilation: no
Repository: CRAN
Date/Publication: 2025-07-06 14:40:02 UTC
VignetteBuilder: knitr
Suggests: knitr, rmarkdown, quarto, testthat (>= 3.0.0)
Config/testthat/edition: 3
Packaged: 2025-07-06 13:55:38 UTC; alfrz
Author: Ridson Al Farizal P [aut, cre, cph] (ORCID:
    <https://orcid.org/0000-0003-0617-0214>),
  Azka Ubaidillah [aut] (ORCID: <https://orcid.org/0000-0002-3597-0459>),
  Silvi Ajeng Larasati [aut],
  Amelia Rahayu [aut]
Maintainer: Ridson Al Farizal P <ridsonalfarizal15@gmail.com>
Built: R 4.6.0; ; 2025-11-28 06:06:05 UTC; unix
