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.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
0.1.0 |
rolling linux/jammy R-4.5 | ICCDesign_0.1.0.tar.gz |
150.5 KiB |
0.1.0 |
rolling linux/noble R-4.5 | ICCDesign_0.1.0.tar.gz |
150.7 KiB |
0.1.0 |
rolling source/ R- | ICCDesign_0.1.0.tar.gz |
33.0 KiB |
0.1.0 |
latest linux/jammy R-4.5 | ICCDesign_0.1.0.tar.gz |
150.5 KiB |
0.1.0 |
latest linux/noble R-4.5 | ICCDesign_0.1.0.tar.gz |
150.7 KiB |
0.1.0 |
latest source/ R- | ICCDesign_0.1.0.tar.gz |
33.0 KiB |
0.1.0 |
2026-04-23 source/ R- | ICCDesign_0.1.0.tar.gz |
0 B |