Package: StratifiedSampling
Type: Package
Title: Different Methods for Stratified Sampling
Version: 0.4.2
Authors@R: c(
  person("Raphael", "Jauslin", email = "raphael.jauslin@bfs.admin.ch",role = c("aut", "cre"),comment = c(ORCID = "0000-0003-1088-3356")),
  person("Esther", "Eustache", email = "esther.eustache@unine.ch",role = c("aut")),
  person("Bardia", "Panahbehagh", email = "bardia.panahbehagh@unine.ch",role = c("aut"),comment = c(ORCID = "0000-0001-9122-7777")),
  person("Yves", "Tillé",role = c("aut"),comment = c(ORCID = "0000-0003-0904-5523"))
  )
Description: Integrating a stratified structure in the population in a sampling design can considerably reduce the variance of the Horvitz-Thompson estimator. We propose in this package different methods to handle the selection of a balanced sample in stratified population. For more details see Raphaël Jauslin, Esther Eustache and Yves Tillé (2021) <doi:10.1007/s42081-021-00134-y>. The package propose also a method based on optimal transport and balanced sampling, see Raphaël Jauslin and Yves Tillé <doi:10.1016/j.jspi.2022.12.003>.
URL: https://github.com/RJauslin/StratifiedSampling
BugReports: https://github.com/RJauslin/StratifiedSampling/issues
License: GPL (>= 2)
Encoding: UTF-8
LinkingTo: RcppArmadillo, Rcpp
Imports: Rcpp, transport, proxy, MASS, sampling, Rglpk
Depends: Matrix, R (>= 3.5.0)
Suggests: knitr, rmarkdown, BalancedSampling, stats, testthat,
        StatMatch, laeken, prettydoc, ggplot2, viridis, geojsonio, sf,
        rmapshaper
RoxygenNote: 7.3.2
VignetteBuilder: knitr
NeedsCompilation: yes
Packaged: 2025-01-31 12:48:04 UTC; Raphael
Author: Raphael Jauslin [aut, cre] (<https://orcid.org/0000-0003-1088-3356>),
  Esther Eustache [aut],
  Bardia Panahbehagh [aut] (<https://orcid.org/0000-0001-9122-7777>),
  Yves Tillé [aut] (<https://orcid.org/0000-0003-0904-5523>)
Maintainer: Raphael Jauslin <raphael.jauslin@bfs.admin.ch>
Repository: CRAN
Date/Publication: 2025-01-31 16:20:02 UTC
Built: R 4.5.0; aarch64-apple-darwin20; 2025-04-01 11:30:49 UTC; unix
Archs: StratifiedSampling.so.dSYM
