CRAN/E | optimall

optimall

Allocate Samples Among Strata

Installation

About

Functions for the design process of survey sampling, with specific tools for multi-wave and multi-phase designs. Perform optimum allocation using Neyman (1934) doi:10.2307/2342192 or Wright (2012) doi:10.1080/00031305.2012.733679 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.

github.com/yangjasp/optimall
Bug report File report

Key Metrics

Version 0.1.5
R ≥ 3.5.0
Published 2024-02-15 73 days ago
Needs compilation? no
License GPL-3
CRAN checks optimall results

Downloads

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Last 7 days 96 -38%
Last 30 days 359 +15%
Last 90 days 1.035 +5%
Last 365 days 3.431 +20%

Maintainer

Maintainer

Jasper Yang

jbyang@uw.edu

Authors

Jasper Yang

aut / cre

Pamela Shaw

aut

Bryan Shepherd

ctb

Thomas Lumley

ctb

Gustavo Amorim

rev

Material

README
NEWS
Reference manual
Package source

Vignettes

Multiwave Object
Using Optimall
Splitting Strata with Optimall Shiny

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

optimall archive

Depends

R ≥ 3.5.0

Imports

dplyr ≥ 1.0.5
glue ≥ 1.4.0
magrittr ≥ 2.0.0
methods ≥ 4.0.0
rlang ≥ 0.2.2
stats ≥ 4.0.2
tibble ≥ 1.4.2
utils ≥ 3.5.0

Suggests

bslib ≥ 0.2.4
DiagrammeR ≥ 1.0.0
DT ≥ 0.15
datasets
globals ≥ 0.12
knitr ≥ 1.28
rmarkdown ≥2.7
shiny ≥ 1.6.0
shinytest ≥ 1.4.0
survey ≥ 4.0
testthat ≥ 3.0.2
webshot ≥ 0.5