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Dirichlet Multinomial Mixtures: Generative Models for Microbial Metagenomics
We introduce Dirichlet multinomial mixtures (DMM) for the probabilistic modelling of microbial metagenomics data. This data can be represented as a frequency matrix giving the number of times each taxa is observed in each sample. The samples have different size, and the matrix is sparse, as communit...
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| Main Authors: | , , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Public Library of Science
2012
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC3272020/ https://ncbi.nlm.nih.gov/pubmed/22319561 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0030126 |
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