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Decomposing biodiversity data using the Latent Dirichlet Allocation model, a probabilistic multivariate statistical method
We propose a novel multivariate method to analyse biodiversity data based on the Latent Dirichlet Allocation (LDA) model. LDA, a probabilistic model, reduces assemblages to sets of distinct component communities. It produces easily interpretable results, can represent abrupt and gradual changes in c...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
BlackWell Publishing Ltd
2014
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4240467/ https://www.ncbi.nlm.nih.gov/pubmed/25328064 http://dx.doi.org/10.1111/ele.12380 |