To select or not to select: predictively consistent priors instead of model selection

Anna Elisabeth Riha, Leevi Lindgren, David Kohns +2

Bayesian modelling workflows often consider multiple candidate models of varying complexity. Model selection is commonly used to navigate potential trade-offs between model complex…