To install this package, start R and enter:
## try http if https is not available
source("https://bioconductor.org/biocLite.R")
biocLite("BHC")
In most cases, you don't need to download the package archive at all.
BHC
Bayesian Hierarchical Clustering
Bioconductor version: 3.1
The method 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. This version also includes a randomised algorithm which is more efficient for larger data sets.
Author: Rich Savage, Emma Cooke, Robert Darkins, Yang Xu
Maintainer: Rich Savage <r.s.savage at warwick.ac.uk>
Citation (from within R,
enter citation("BHC")):
Installation
To install this package, start R and enter:
## try http if https is not available
source("https://bioconductor.org/biocLite.R")
biocLite("BHC")
Documentation
To view documentation for the version of this package installed in your system, start R and enter:
browseVignettes("BHC")
| R Script | Bayesian Hierarchical Clustering | |
| Reference Manual |
Details
| biocViews | Clustering, Microarray, Software |
| Version | 1.20.0 |
| In Bioconductor since | BioC 2.7 (R-2.12) (5 years) |
| License | GPL-3 |
| Depends | |
| Imports | |
| LinkingTo | |
| Suggests | |
| SystemRequirements | |
| Enhances | |
| URL | |
| Depends On Me | |
| Imports Me | |
| Suggests Me | |
| Build Report |
Package Archives
Follow Installation instructions to use this package in your R session.
| Package Source | BHC_1.20.0.tar.gz |
| Windows Binary | BHC_1.20.0.zip (32- & 64-bit) |
| Mac OS X 10.6 (Snow Leopard) | BHC_1.20.0.tgz |
| Mac OS X 10.9 (Mavericks) | BHC_1.20.0.tgz |
| Subversion source | (username/password: readonly) |
| Git source | https://github.com/Bioconductor-mirror/BHC/tree/release-3.1 |
| Package Short Url | http://bioconductor.org/packages/BHC/ |
| Package Downloads Report | Download Stats |
Documentation »
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