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DIRECT  

Bayesian Clustering of Multivariate Data Under the Dirichlet-Process Prior
View on CRAN: Click here


Download and install DIRECT package within the R console
Install from CRAN:
install.packages("DIRECT")

Install from Github:
library("remotes")
install_github("cran/DIRECT")

Install by package version:
library("remotes")
install_version("DIRECT", "1.1.0")



Attach the package and use:
library("DIRECT")
Maintained by
Audrey Q. Fu
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2012-03-26
Latest Update: 2023-09-07
Description:
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. .
How to cite:
Audrey Q. Fu (2012). DIRECT: Bayesian Clustering of Multivariate Data Under the Dirichlet-Process Prior. R package version 1.1.0, https://cran.r-project.org/web/packages/DIRECT. Accessed 27 Oct. 2026.
Previous versions and publish date:
1.0.1 (2016-04-01 16:24), 1.0 (2012-03-26 23:07), (2026-07-09 08:01)
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View DIRECT citation profile
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Complete documentation for DIRECT
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