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Multiple comparison techniques are typically applied following an F test from an ANOVA to decide which means are significantly different from one another. As an alternative to traditional methods, cluster analysis can be performed to group the means of different treatments into non-overlapping clusters. Treatments in different groups are considered statistically different. Several approaches have been proposed, with varying clustering methods and cut-off criteria. This package implements cluster-based multiple comparisons tests and also provides a visual representation in the form of a dendrogram. Di Rienzo, J. A., Guzman, A. W., & Casanoves, F. (2002) <jstor.org/stable/1400690>. Bautista, M. G., Smith, D. W., & Steiner, R. L. (1997) <doi:10.2307/1400402>.
| Version: | 0.1.1 |
| Depends: | R (≥ 2.10) |
| Imports: | cli, dplyr, graphics, lifecycle, magrittr, procs, psych, stats, usedist |
| Suggests: | ggdendro, ggplot2, knitr, rmarkdown, testthat (≥ 3.0.0) |
| Published: | 2024-08-27 |
| DOI: | 10.32614/CRAN.package.ClustMC |
| Author: | Santiago Garcia Sanchez [aut, cre, cph] |
| Maintainer: | Santiago Garcia Sanchez <santiagoesquel at gmail.com> |
| BugReports: | https://github.com/SGS2000/ClustMC/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/SGS2000/ClustMC, https://sgs2000.github.io/ClustMC/ |
| NeedsCompilation: | no |
| Citation: | ClustMC citation info |
| Materials: | README NEWS |
| CRAN checks: | ClustMC results |
| Reference manual: | ClustMC.pdf |
| Vignettes: |
Customizing Plots (source, R code) |
| Package source: | ClustMC_0.1.1.tar.gz |
| Windows binaries: | r-devel: ClustMC_0.1.1.zip, r-release: ClustMC_0.1.1.zip, r-oldrel: ClustMC_0.1.1.zip |
| macOS binaries: | r-release (arm64): ClustMC_0.1.1.tgz, r-oldrel (arm64): ClustMC_0.1.1.tgz, r-release (x86_64): ClustMC_0.1.1.tgz, r-oldrel (x86_64): ClustMC_0.1.1.tgz |
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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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