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...

Descripción completa

Detalles Bibliográficos
Autores principales: Valle, Denis, Baiser, Benjamin, Woodall, Christopher W, Chazdon, Robin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BlackWell Publishing Ltd 2014
Materias:
Letters
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

Internet

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

Ejemplares similares