The Poisson-Lognormal Model as a Versatile Framework for the Joint Analysis of Species Abundances

The Poisson-Lognormal Model as a Versatile Framework for the Joint Analysis of Species Abundances

Joint Species Distribution Models (JSDM) provide a general multivariate framework to study the joint abundances of all species from a community. JSDM account for both structuring factors (environmental characteristics or gradients, such as habitat type or nutrient availability) and potential interac...

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Bibliographic Details
Main Authors: Julien Chiquet, Mahendra Mariadassou, Stéphane Robin
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-03-01
Series:Frontiers in Ecology and Evolution
Subjects:
abundance data
joint species distribution model
latent variable model
multivariate analysis
variational inference
R package
Online Access:https://www.frontiersin.org/articles/10.3389/fevo.2021.588292/full

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https://www.frontiersin.org/articles/10.3389/fevo.2021.588292/full

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