Pvclust: an R package for assessing the uncertainty in hierarchical clustering
- PMID: 16595560
- DOI: 10.1093/bioinformatics/btl117
Pvclust: an R package for assessing the uncertainty in hierarchical clustering
Abstract
Pvclust is an add-on package for a statistical software R to assess the uncertainty in hierarchical cluster analysis. Pvclust can be used easily for general statistical problems, such as DNA microarray analysis, to perform the bootstrap analysis of clustering, which has been popular in phylogenetic analysis. Pvclust calculates probability values (p-values) for each cluster using bootstrap resampling techniques VSports手机版. Two types of p-values are available: approximately unbiased (AU) p-value and bootstrap probability (BP) value. Multiscale bootstrap resampling is used for the calculation of AU p-value, which has superiority in bias over BP value calculated by the ordinary bootstrap resampling. In addition the computation time can be enormously decreased with parallel computing option. .
Publication types (VSports)
- "V体育2025版" Actions
V体育2025版 - MeSH terms
- Actions (V体育官网)
- Actions (VSports手机版)
- "VSports注册入口" Actions
- "VSports最新版本" Actions
V体育ios版 - LinkOut - more resources
Full Text Sources (V体育官网)
Other Literature Sources (VSports手机版)