Clustering High-Throughput Transcriptome Sequencing (HTS) Data
Overview
A Poisson mixture model is implemented to cluster genes from high- throughput transcriptome sequencing (RNA-seq) data. Parameter estimation is performed using either the EM or CEM algorithm, and the slope heuristics are used for model selection (i.e., to choose the number of clusters).
Install
Health
NOTECRAN incoming feasibilityr-devel-linux-x86_64-debian-clang, r-devel-linux-x86_64-debian-gcc
Maintainer: ‘Andrea Rau <andrea.rau@jouy.inra.fr>’
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Authors@R: c(person(given = "Andrea",
family = "Rau",
role = c("aut", "cre"),
email = "andrea.rau@jouy.inra.fr"),
person(given = "Gilles",
family = "Celeux",
role = "aut"),
person(given = "Marie-Laure",
family = "Martin-Magniette",
role = "aut"),
person(given = c("Cathy", "Maugis-"),
family = "Rabusseau",
role = "aut"))
as necessary.- NOTE11 OK, 2 NOTENow
- NOTE12 OK, 2 NOTE2026-03-10
Documentation
- Help pages
- 11includes a package overview page
- Examples that run
- 100%10 run in a plain check
- Exported functions with examples
- 88%
- Documented parameters
- 100%
- Return-value docs
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- Help pages citing references
- 91%
Downloads
Dependencies
Code & Tests
People & History
Maintainer since 1.0 (2011)
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- RR 4.6.0 released · 2026-04-24
- RR 4.5.0 released · 2025-04-11
- RR 4.4.0 released · 2024-04-24
- 2.0.11Latest
- RR 4.3.0 released · 2023-04-21
- 2.0.102022-08-24 · diff ↗
- RR 4.2.0 released · 2022-04-22
- RR 4.1.0 released · 2021-05-18
- RR 4.0.0 released · 2020-04-24
- RR 3.6.0 released · 2019-04-26
- RR 3.5.0 released · 2018-04-23
- RR 3.4.0 released · 2017-04-21
- 2.0.8
- RR 3.3.0 released · 2016-05-03
- RR 3.2.0 released · 2015-04-16
- 2.0.4
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- 2.0.3
- RR 3.1.0 released · 2014-04-10
- 2.0.12013-12-10 · diff ↗
- 2.0.02013-09-25 · diff ↗ ·
added 4 exports
PoisMixClusWrapper, probaPostInit, splitEMInit, highDimensionARI - RR 3.0.0 released · 2013-04-03
- 1.12012-06-11 · diff ↗ ·
added 8 exports
emInit, kmeanInit, logLikePoisMix, logLikePoisMixDiff, PoisMixClus, PoisMixMean, PoisMixSim, probaPost - RR 2.15.0 released · 2012-03-30
- 1.02011-11-07
- RR 2.14.0 released · 2011-10-31
Package metadata
- First published
- 2011-11-07
- Total releases
- 9 / 15 yrs
- License
- GPL (>= 3) OSI
- Minimum R
- ≥ 2.10.0
- Download size
- 379 KB
Cite
Cite this package
Run in R for the authors' entry:
citation("HTSCluster")The package provides a citation file, so citation() returns the authors' own entry.
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