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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).
Package details |
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Author | Andrea Rau, Gilles Celeux, Marie-Laure Martin-Magniette, Cathy Maugis- Rabusseau |
Maintainer | Andrea Rau <andrea.rau@jouy.inra.fr> |
License | GPL (>=3) |
Version | 2.0.8 |
Package repository | View on R-Forge |
Installation |
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