StratifiedSampling: Different Methods for Stratified Sampling
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 |
Documentation:
| Reference manual: | StratifiedSampling.pdf |
| Vignettes: |
Statistical Matching using Optimal Transport (source, R code) |
Downloads:
| Package source: | StratifiedSampling_0.4.2.tar.gz |
| Windows binaries: | r-devel: StratifiedSampling_0.4.2.zip, r-release: StratifiedSampling_0.4.2.zip, r-oldrel: StratifiedSampling_0.4.2.zip |
| macOS binaries: | r-devel (arm64): StratifiedSampling_0.4.2.tgz, r-release (arm64): StratifiedSampling_0.4.2.tgz, r-oldrel (arm64): StratifiedSampling_0.4.2.tgz, r-devel (x86_64): StratifiedSampling_0.4.2.tgz, r-release (x86_64): StratifiedSampling_0.4.2.tgz, r-oldrel (x86_64): StratifiedSampling_0.4.2.tgz |
| Old sources: | StratifiedSampling archive |
Linking:
Please use the canonical form https://CRAN.R-project.org/package=StratifiedSampling to link to this page.