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Functions in this package provide solution to classical problem in survey methodology - an optimum sample allocation in stratified sampling. In this context, the optimum allocation is in the classical Tschuprow-Neyman's sense and it satisfies additional lower or upper bounds restrictions imposed on sample sizes in strata. There are few different algorithms available to use, and one them is based on popular sample allocation method that applies Neyman allocation to recursively reduced set of strata. This package also provides the function that computes a solution to the minimum cost allocation problem, which is a minor modification of the classical optimum sample allocation. This problem lies in the determination of a vector of strata sample sizes that minimizes total cost of the survey, under assumed fixed level of the stratified estimator's variance. As in the case of the classical optimum allocation, the problem of minimum cost allocation can be complemented by imposing upper-bounds constraints on sample sizes in strata.
| Version: | 2.2.1 |
| Depends: | R (≥ 2.10) |
| Imports: | checkmate, lifecycle |
| Suggests: | rmarkdown, knitr, spelling, testthat (≥ 3.0.0) |
| Published: | 2023-11-26 |
| DOI: | 10.32614/CRAN.package.stratallo |
| Author: | Wojciech Wójciak [aut, cre], Jacek Wesołowski [sad], Robert Wieczorkowski [ctb] |
| Maintainer: | Wojciech Wójciak <wojciech.wojciak at gmail.com> |
| BugReports: | https://github.com/wwojciech/stratallo/issues |
| License: | GPL-2 |
| Copyright: | Wojciech Wójciak |
| URL: | https://github.com/wwojciech/stratallo |
| NeedsCompilation: | no |
| Language: | en-US |
| Materials: | README NEWS |
| CRAN checks: | stratallo results |
| Reference manual: | stratallo.pdf |
| Vignettes: |
Optimum Sample Allocation in Stratified Sampling with 'stratallo' |
| Package source: | stratallo_2.2.1.tar.gz |
| Windows binaries: | r-devel: stratallo_2.2.1.zip, r-release: stratallo_2.2.1.zip, r-oldrel: stratallo_2.2.1.zip |
| macOS binaries: | r-release (arm64): stratallo_2.2.1.tgz, r-oldrel (arm64): stratallo_2.2.1.tgz, r-release (x86_64): stratallo_2.2.1.tgz, r-oldrel (x86_64): stratallo_2.2.1.tgz |
| Old sources: | stratallo archive |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.