Allocate Samples Among Strata

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.


Reference manual

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0.1.0 by Jasper Yang, 3 months ago

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Authors: Jasper Yang [aut, cre] , Pamela Shaw [aut] , Bryan Shepherd [ctb] , Thomas Lumley [ctb] , Gustavo Amorim [rev]

Documentation:   PDF Manual  

GPL-3 license

Imports dplyr, glue, magrittr, methods, rlang, stats, tibble, utils

Suggests bslib, DiagrammeR, DT, datasets, globals, knitr, rmarkdown, shiny, shinytest, survey, testthat, webshot

See at CRAN