Package: ICCDesign 0.1.1
Ziyu Liu
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.
Authors:
ICCDesign_0.1.1.tar.gz
ICCDesign_0.1.1.zip(r-4.7)ICCDesign_0.1.1.zip(r-4.6)ICCDesign_0.1.1.zip(r-4.5)
ICCDesign_0.1.1.tgz(r-4.6-any)ICCDesign_0.1.1.tgz(r-4.5-any)
ICCDesign_0.1.1.tar.gz(r-4.7-any)ICCDesign_0.1.1.tar.gz(r-4.6-any)
ICCDesign_0.1.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
ICCDesign/json (API)
NEWS
| # Install 'ICCDesign' in R: |
| install.packages('ICCDesign', repos = c('https://klarizhang.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/klarizhang/iccdesign/issues
- icc_data - Example ICC Dataset
Last updated from:14765e5983. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 159 | ||
| source / vignettes | OK | 194 | ||
| linux-release-x86_64 | OK | 160 | ||
| macos-release-arm64 | OK | 105 | ||
| macos-oldrel-arm64 | OK | 111 | ||
| windows-devel | OK | 91 | ||
| windows-release | OK | 75 | ||
| windows-oldrel | OK | 91 | ||
| wasm-release | OK | 119 |
Exports:icc_calcicc_powericc_preprocess_dataicc_sample_sizeicc_sample_size_lowericc_sample_size_widthrun_icc_app
Dependencies:base64encbslibcachemclicommonmarkdigestfastmapfontawesomefsgluehtmltoolshttpuvjquerylibjsonlitelaterlifecyclemagrittrmemoisemimeotelpromisesR6rappdirsRcpprlangsassshinysourcetoolswithrxtable
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| ICCDesign: Intraclass Correlation Coefficient Analysis and Study Planning | ICCDesign-package ICCDesign |
| Calculate Intraclass Correlation Coefficient (ICC) | icc_calc |
| Example ICC Dataset | icc_data |
| Power Calculation for ICC Study Design | icc_power |
| Preprocess and Validate Data for ICC Analysis | icc_preprocess_data |
| Unified ICC Sample Size & Power Interface | icc_sample_size |
| Sample Size for ICC based on Lower Confidence Limit | icc_sample_size_lower |
| Sample Size for ICC based on Confidence Interval Width | icc_sample_size_width |
| Launch the ICCDesign Shiny Application | run_icc_app |
