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optimall
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", "1.3.0") Attach the package and use:
library("optimall")
Maintained by
Jasper Yang
[Scholar Profile | Author Map]
[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 1.3.0, https://cran.r-project.org/web/packages/optimall. Accessed 16 Jul. 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
View optimall citation profile
Other R packages that optimall depends,
imports, suggests or enhances
Complete documentation for optimall
Functions, R codes and Examples using
the optimall R package
Some associated functions: MatWgt_Sim . Multiwave-class . Phase-class . Wave-class . allocate_wave . apply_multiwave . get_data . merge_samples . merge_strata . multiwave_diagram . new_multiwave . optimall_shiny . optimum_allocation . sample_strata . shiny_server . shiny_ui . split_strata . summary-Multiwave-method .
Some associated R codes: allocate_wave.R . apply_multiwave.R . get_data.R . matwgt_sim.R . merge_samples.R . merge_strata.R . multiwave.R . multiwave_diagram.R . new_multiwave.R . optimall_shiny.R . optimum_allocation.R . phase.R . sample_strata.R . split_strata.R . summary.multiwave.R . wave.R . Full optimall package functions and examples
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