Bayesian Model Weighting: The Many Faces of Model Averaging

Model averaging makes it possible to use multiple models for one modelling task, like predicting a certain quantity of interest. Several Bayesian approaches exist that all yield a weighted average of predictive distributions. However, often, they are not properly applied which can lead to false conc...

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Bibliographic Details
Main Authors: Marvin Höge, Anneli Guthke, Wolfgang Nowak
Format: Article
Language:English
Published: MDPI AG 2020-01-01
Series:Water
Subjects:
Online Access:https://www.mdpi.com/2073-4441/12/2/309