The Merging Path Plot

The Merging Path Plot is a methodology for adaptive fusing of k-groups with likelihood-based model selection. This package contains tools for exploration and visualization of k-group dissimilarities. Comparison of k-groups is one of the most important issues in exploratory analyses and it has zillions of applications. The traditional approach is to use pairwise post hoc tests in order to verify which groups differ significantly. However, this approach fails with a large number of groups in both interpretation and visualization layer. The Merging Path Plot solves this problem by using an easy-to-understand description of dissimilarity among groups based on Likelihood Ratio Test (LRT) statistic. Work on this package was financially supported by the 'NCN Opus grant 2016/21/B/ST6/02176'.


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install.packages("factorMerger")

0.3.6 by Agnieszka Sitko, 4 months ago


https://github.com/MI2DataLab/factorMerger


Browse source code at https://github.com/cran/factorMerger


Authors: Agnieszka Sitko [aut, cre], Aleksandra Grudziąż [aut], Przemyslaw Biecek [aut, ths]


Documentation:   PDF Manual  


GPL license


Imports ggplot2, dplyr, reshape2, colorRamps, proxy, MASS, ggpubr, scales, mvtnorm, knitr, magrittr, survival, agricolae, forcats, formula.tools

Suggests rmarkdown, testthat


Imported by DALEX.


See at CRAN