Hierarchical Clustering with P-Values via Multiscale Bootstrap Resampling

An implementation of multiscale bootstrap resampling for assessing the uncertainty in hierarchical cluster analysis. It provides SI (selective inference) p-value, AU (approximately unbiased) p-value and BP (bootstrap probability) value for each cluster in a dendrogram.


Reference manual

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install.packages("pvclust")

2.2-0 by Ryota Suzuki, 7 years ago


http://stat.sys.i.kyoto-u.ac.jp/prog/pvclust/


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


Authors: Ryota Suzuki <[email protected]> , Yoshikazu Terada <[email protected]> , Hidetoshi Shimodaira <[email protected]>


Documentation:   PDF Manual  


GPL (>= 2) license


Suggests MASS, parallel


Imported by BinMat, Clustering, OpenRepGrid, qrfactor.

Suggested by BiodiversityR, dendextend, futurize, isocat, parameters, rtemis, svs.


See at CRAN