Choosing priors in Bayesian ecological models by simulating from the prior predictive distribution

Abstract Bayesian data analysis is increasingly used in ecology, but prior specification remains focused on choosing non‐informative priors (e.g., flat or vague priors). One barrier to choosing more informative priors is that priors must be specified on model parameters (e.g., intercepts, slopes, an...

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Bibliographic Details
Main Authors: Jeff S. Wesner, Justin P. F. Pomeranz
Format: Article
Language:English
Published: Wiley 2021-09-01
Series:Ecosphere
Subjects:
Online Access:https://doi.org/10.1002/ecs2.3739