A Variational Bayes Approach to the Analysis of Occupancy Mo…
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- DOI 10.1371/journal.pone.0148966
- PMID https://pubmed.ncbi.nlm.nih.gov/26928878
- PMCID https://www.ncbi.nlm.nih.gov/pmc/articles/4771718
- OpenAlex ID W2292189132
- Type Article
- Language EN
- Published 29 Feb 2016
- Volume 11 (2)
- Pages e0148966
- Source PLoS ONE
- Publisher Public Library of Science
- FWCI 0.63
- Countries 2
- Institutions 3
- Added 24 Jun 2016
- Updated 28 Oct 2026
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A Variational Bayes Approach to the Analysis of Occupancy Models
Article 2016 EN Gold
Detection-nondetection data are often used to investigate species range dynamics using Bayesian occupancy models which rely on the use of Markov chain Monte Carlo (MCMC) methods to sample from the posterior distribution of the parameters of the model. In this article we develop two Variational Bayes (VB) approximations to the posterior distribution of the parameters of a single-season site occupan…
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3 authors| # | Author | Institutions | ORCID |
|---|---|---|---|
| 1 | Allan E. Clark Corresponding | University of Cape Town (ZA) | |
| 2 | Res Altwegg | University of Cape Town (ZA) | |
| 3 | John T. Ormerod | The University of Sydney (AU) ARC Centre of Excellence for M… (AU) |
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