Importance sampling and Bayesian model comparison in ecology and evolution

Importance sampling and Bayesian model comparison in ecology and evolution

Abstract Bayesian approaches to the modelling of ecological systems are increasingly popular, but there are competing methods for formal model comparisons. Here, we focus on the task of performing multimodel inference through estimating posterior model weights, which encompasses uncertainties in the...

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Bibliographic Details
Main Authors: Dave W. Hudson, Dave J. Hodgson, Michael A. Cant, Faye J. Thompson, Richard Delahay, Robbie A. McDonald, Trevelyan J. McKinley
Format: Article
Language:English
Published: Wiley 2023-12-01
Series:Methods in Ecology and Evolution
Subjects:
Bayesian
importance sampling
marginal‐likelihood estimation
model‐comparison
multimodel inference
survival analysis
Online Access:https://doi.org/10.1111/2041-210X.14237

Internet

https://doi.org/10.1111/2041-210X.14237

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