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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 <arXiv:2105.08379>.
Package details |
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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@unine.ch> |
License | GPL (>= 2) |
Version | 0.4.1 |
URL | https://github.com/RJauslin/StratifiedSampling |
Package repository | View on CRAN |
Installation |
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