DIRECT: Bayesian Clustering of Multivariate Data Under the Dirichlet-Process Prior

A Bayesian clustering method for replicated time series or replicated measurements from multiple experimental conditions, e.g., time-course gene expression data. It estimates the number of clusters directly from the data using a Dirichlet-process prior. See Fu, A. Q., Russell, S., Bray, S. and Tavare, S. (2013) Bayesian clustering of replicated time-course gene expression data with weak signals. The Annals of Applied Statistics. 7(3) 1334-1361. <doi:10.1214/13-AOAS650>.

Version: 1.0.1
Published: 2016-04-01
Author: Audrey Qiuyan Fu, Steven Russell, Sarah J. Bray and Simon Tavare
Maintainer: Audrey Q. Fu <audreyqyfu at>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: yes
CRAN checks: DIRECT results


Reference manual: DIRECT.pdf
Package source: DIRECT_1.0.1.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
OS X El Capitan binaries: r-release: DIRECT_1.0.1.tgz
OS X Mavericks binaries: r-oldrel: DIRECT_1.0.1.tgz
Old sources: DIRECT archive


Please use the canonical form to link to this page.