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ICCDesign: Intraclass Correlation Coefficient (ICC) Design, Calculation and Interactive 'shiny' Toolkit

A comprehensive toolkit for intraclass correlation coefficient (ICC) analysis, integrating three core functionalities: (1) Closed-form sample size calculation for ICC estimation with assurance probability, based on Zou (2012) <doi:10.1002/sim.5466>; (2) Full implementation of all 10 ICC types (6 common + 4 supplementary) for point estimation, exact confidence interval calculation, and formal hypothesis testing, following the methods of McGraw & Wong (1996) <doi:10.1037/1082-989X.1.1.30> and the standard decision framework; (3) An interactive 'shiny' application that guides users through ICC type selection, performs calculations, and provides reliability evaluation based on the Koo & Li (2016) <doi:10.1016/j.jcm.2016.02.012> criteria. Compared to existing packages, it provides a unified decision workflow and supports all less common ICC variants.

Version: 0.1.0
Depends: R (≥ 4.1.0)
Imports: stats, shiny
Suggests: testthat, knitr, rmarkdown
Published: 2026-05-27
DOI: 10.32614/CRAN.package.ICCDesign
Author: Ziyu Liu [aut, cre], Ruilin Ma [aut], Chenge Gao [aut], Yundan Zhang [aut]
Maintainer: Ziyu Liu <1755454769 at qq.com>
BugReports: https://github.com/KlariZhang/ICCDesign/issues
License: GPL (≥ 3)
URL: https://github.com/KlariZhang/ICCDesign
NeedsCompilation: no
Materials: README
CRAN checks: ICCDesign results

Documentation:

Reference manual: ICCDesign.html , ICCDesign.pdf

Downloads:

Package source: ICCDesign_0.1.0.tar.gz
Windows binaries: r-devel: ICCDesign_0.1.0.zip, r-release: ICCDesign_0.1.0.zip, r-oldrel: ICCDesign_0.1.0.zip
macOS binaries: r-release (arm64): ICCDesign_0.1.0.tgz, r-oldrel (arm64): ICCDesign_0.1.0.tgz, r-release (x86_64): ICCDesign_0.1.0.tgz, r-oldrel (x86_64): ICCDesign_0.1.0.tgz

Linking:

Please use the canonical form https://CRAN.R-project.org/package=ICCDesign to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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