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optimall  

Allocate Samples Among Strata
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("optimall", "1.4.0")



Attach the package and use:
library("optimall")
Maintained by
Jasper Yang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-07-21
Latest Update: 2025-07-17
Description:
Functions for the design process of survey sampling, with specific tools for multi-wave and multi-phase designs. Perform optimum allocation using Neyman (1934) or Wright (2012) allocation, split strata based on quantiles or values of known variables, randomly select samples from strata, allocate sampling waves iteratively, and organize a complex survey design. Also includes a Shiny application for observing the effects of different strata splits.
How to cite:
Jasper Yang (2021). optimall: Allocate Samples Among Strata. R package version 1.4.0, https://cran.r-project.org/web/packages/optimall. Accessed 27 Oct. 2026.
Previous versions and publish date:
(2026-07-09 06:37), 0.1.0 (2021-07-21 12:10), 0.1.1 (2022-02-09 08:40), 0.1.2 (2022-11-09 08:20), 0.1.3 (2023-09-06 23:20), 0.1.4 (2024-01-12 08:50), 0.1.5 (2024-02-15 19:50), 1.1.0 (2024-04-13 09:50), 1.1.1 (2024-06-03 09:59), 1.2.0 (2025-07-17 02:00), 1.3.0 (2025-09-08 10:10), 1.3.1 (2026-01-28 22:40)
Other packages that cited optimall R package
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Complete documentation for optimall
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