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Gaussian and Poisson mixture models are implemented to cluster biological entities (e.g., genes) from high-throughput sequencing data. Parameter estimation is performed using the EM algorithm and model selection criteria (to choose the number of clusters) are provided.
Package details |
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Author | Andrea Rau, Cathy Maugis-Rabusseau |
Bioconductor views | GeneExpression RNASeq Sequencing Software |
Maintainer | Andrea Rau <andrea.rau@jouy.inra.fr> |
License | GPL (>=3) |
Version | 0.99.0 |
Package repository | View on R-Forge |
Installation |
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