The Merging Path Plot is a methodology for adaptive fusing of kgroups with likelihoodbased model selection. This package contains tools for exploration and visualization of kgroup dissimilarities. Comparison of kgroups 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 easytounderstand description of dissimilarity among groups based on Likelihood Ratio Test (LRT) statistic (Sitko, Biecek 2017) <arXiv:1709.04412>. 'factorMerger' is a part of the 'DrWhy.AI' universe (Biecek 2018) <arXiv:1806.08915>. Work on this package was financially supported by the 'NCN Opus grant 2016/21/B/ST6/02176'.
Package details 


Author  Agnieszka Sitko [aut], Aleksandra Grudziąż [aut], Przemyslaw Biecek [aut, ths], Tomasz Mikołajczyk [cre] 
Maintainer  Tomasz Mikołajczyk <t.mikolajczyk@gmail.com> 
License  GPL 
Version  0.4.0 
URL  https://github.com/MI2DataLab/factorMerger 
Package repository  View on CRAN 
Installation 
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