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URL: http://master.bioconductor.org/packages/2.13/bioc/html/BHC.html
Proper Citation: BHC (RRID:SCR_006399)
Description: Software package that performs bottom-up hierarchical clustering, using a Dirichlet Process (infinite mixture) to model uncertainty in the data and Bayesian model selection to decide at each step which clusters to merge. This avoids several limitations of traditional methods, for example how many clusters there should be and how to choose a principled distance metric. This implementation accepts multinomial (i.e. discrete, with 2+ categories) or time-series data and also includes a randomised algorithm which is more efficient for larger data sets.
Abbreviations: BHC
Synonyms: Bayesian Hierarchical Clustering
Resource Type: data processing software, software resource, software application
Defining Citation: PMID:19660130
Keywords: clustering, microarray
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