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stratallo  

Optimum Sample Allocation in Stratified Sampling
View on CRAN: Click here


Download and install stratallo package within the R console
Install from CRAN:
install.packages("stratallo")

Install from Github:
library("remotes")
install_github("cran/stratallo")

Install by package version:
library("remotes")
install_version("stratallo", "2.2.1")



Attach the package and use:
library("stratallo")
Maintained by
Wojciech Wójciak
[Scholar Profile | Author Map]
First Published: 2020-05-25
Latest Update: 2023-11-26
Description:
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.
How to cite:
Wojciech Wójciak (2020). stratallo: Optimum Sample Allocation in Stratified Sampling. R package version 2.2.1, https://cran.r-project.org/web/packages/stratallo. Accessed 08 Apr. 2025.
Previous versions and publish date:
0.1.0 (2020-05-25 21:10), 2.0.0 (2022-04-12 09:20), 2.0.1 (2022-04-13 16:40), 2.1.0 (2022-09-13 18:10), 2.2.0 (2023-06-25 00:00)
Other packages that cited stratallo R package
View stratallo citation profile
Other R packages that stratallo depends, imports, suggests or enhances
Complete documentation for stratallo
Functions, R codes and Examples using the stratallo R package
Some associated functions: CapacityScaling . SimpleGreedy . asummary . fpia . opt . opt_1sided . optcost . pop10_mM . pop507 . pop969 . ran_round . rna_prior . rna_rec . rnabox . round_oric . stratallo-package . var_st . 
Some associated R codes: algorithms_1sided.R . algorithms_2sided.R . algorithms_of_other_authors.R . data.R . helpers.R . opt.R . stratallo-package.R .  Full stratallo package functions and examples
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