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stat.ME2025★ 1 cited
Recommendations for visual predictive checks in Bayesian workflow
Teemu Säilynoja, Andrew R. Johnson, Osvaldo A. Martin +1
A key step in the Bayesian workflow for model building is the graphical assessment of model predictions, whether these are drawn from the prior or posterior predictive distribution…
stat.ME2021★ 18 cited
Prior knowledge elicitation: The past, present, and future
Petrus Mikkola, Osvaldo A. Martin, Suyog Chandramouli +9
Specification of the prior distribution for a Bayesian model is a central part of the Bayesian workflow for data analysis, but it is often difficult even for statistical experts. I…