pvclust: 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.

Getting started

Package details

AuthorRyota Suzuki <suzuki@ef-prime.com>, Yoshikazu Terada <terada@sigmath.es.osaka-u.ac.jp>, Hidetoshi Shimodaira <shimo@i.kyoto-u.ac.jp>
MaintainerRyota Suzuki <suzuki@ef-prime.com>
LicenseGPL (>= 2)
URL http://stat.sys.i.kyoto-u.ac.jp/prog/pvclust/
Package repositoryView on CRAN
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pvclust documentation built on Nov. 19, 2019, 5:07 p.m.