Efficient Bayesian analysis of occupancy models with logit link functions

Occupancy models (Ecology, 2002; 83: 2248) were developed to infer the probability that a species under investigation occupies a site. Bayesian analysis of these models can be undertaken using statistical packages such as WinBUGS, OpenBUGS, JAGS, and more recently Stan, however, since these packages...

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Veröffentlicht in:	Ecology and evolution 2019-01, Vol.9 (2), p.756-768
Hauptverfasser:	Clark, Allan E., Altwegg, Res
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Bayesian analysis Bayesian spatial occupancy model Birds Datasets Ecological monitoring Economic models imperfect detection Mathematical models Numida meleagris Occupancy occupancy model Original Research Ploceus capensis Probability Rcppocc Regression analysis Regression models restricted spatial regression Sample size Spatial analysis Statistical analysis Statistical methods
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