A Bayesian Dirichlet process community occupancy model to estimate community structure and species similarity
ECOLOGICAL APPLICATIONS, 31(2).
author keywords: bird point‐ counts; clustering; community occupancy model; dimensionality; Dirichlet process; infinite‐ mixture models; latent groups
MeSH headings : Algorithms; Bayes Theorem; Computer Simulation; Ecosystem
TL;DR:
This work develops a community occupancy model (COM) using a DP distribution to model species-level parameters and recommends using the DP-COM only when the analysis focuses on community structure and species similarity, as these quantities can only be obtained under theDP-COM.
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