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:	1.1.0
Published:	2023-09-07
DOI:	10.32614/CRAN.package.DIRECT
Author:	Audrey Qiuyan Fu, Steven Russell, Sarah J. Bray and Simon Tavare
Maintainer:	Audrey Q. Fu <audreyqyfu at gmail.com>
License:	GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation:	yes
In views:	Bayesian
CRAN checks:	DIRECT results

Documentation:

Reference manual:

DIRECT.pdf

Downloads:

Package source:	DIRECT_1.1.0.tar.gz
Windows binaries:	r-devel: DIRECT_1.1.0.zip, r-release: DIRECT_1.1.0.zip, r-oldrel: DIRECT_1.1.0.zip
macOS binaries:	r-release (arm64): DIRECT_1.1.0.tgz, r-oldrel (arm64): DIRECT_1.1.0.tgz, r-release (x86_64): DIRECT_1.1.0.tgz, r-oldrel (x86_64): DIRECT_1.1.0.tgz
Old sources:	DIRECT archive

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