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>.
| Version: | 0.4.2 |
| Depends: | Matrix, R (≥ 3.5.0) |
| Imports: | Rcpp,transport,proxy,MASS,sampling,Rglpk |
| LinkingTo: | RcppArmadillo,Rcpp |
| Suggests: | knitr,rmarkdown,BalancedSampling, stats,testthat,StatMatch,laeken,prettydoc,ggplot2,viridis,geojsonio,sf,rmapshaper |
| Published: | 2025-01-31 |
| DOI: | 10.32614/CRAN.package.StratifiedSampling |
| Author: | Raphael Jauslin [aut, cre], Esther Eustache [aut], Bardia Panahbehagh [aut], Yves Tillé [aut] |
| Maintainer: | Raphael Jauslin <raphael.jauslin at bfs.admin.ch> |
| BugReports: | https://github.com/RJauslin/StratifiedSampling/issues |
| License: | GPL-2 |GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | https://github.com/RJauslin/StratifiedSampling |
| NeedsCompilation: | yes |
| Materials: | README,NEWS |
| CRAN checks: | StratifiedSampling results |