Package: AutoStrataK
Type: Package
Title: Automatic Optimal Stratification for Survey Sampling
Version: 0.1.4
Authors@R: person("Khalid", "Islam", email = "drkhalidulislam@gmail.com", role = c("aut", "cre"))
Description: Provides tools for the automatic stratification of survey
        populations using clustering and optimization techniques. The
        package assists researchers and survey practitioners in
        constructing homogeneous strata to improve the efficiency and
        precision of survey estimates. Functions are provided for
        generating strata, evaluating stratification quality,
        summarizing stratified populations, and visualizing
        stratification results. These tools support the design and
        implementation of efficient survey sampling strategies. The
        package utilizes standard statistical methods from survey
        sampling, clustering, and optimization for automatic
        stratification. Methods are described in Cochran (1977,
        ISBN:9780471162405) and Lohr (2021, ISBN:9780367354556).
License: GPL-3
Encoding: UTF-8
Imports: dplyr, ggplot2, rlang, stats
Depends: R (>= 4.1.0)
Suggests: knitr, rmarkdown
VignetteBuilder: knitr
Config/roxygen2/version: 8.0.0
NeedsCompilation: no
Packaged: 2026-06-30 21:30:09 UTC; root
Author: Khalid Islam [aut, cre]
Maintainer: Khalid Islam <drkhalidulislam@gmail.com>
Repository: https://cran.r-universe.dev
Date/Publication: 2026-06-30 21:09:40 UTC
RemoteUrl: https://github.com/cran/AutoStrataK
RemoteRef: HEAD
RemoteSha: 6990f2c4b4f417c8cb08c1bc859d4af83006d6a2