18 citations · 26 across the 3 of their papers we have counts for
3 papers
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…
Bayesian additive regression trees for probabilistic programming
Miriana Quiroga, Pablo G Garay, Juan M. Alonso +2
Bayesian additive regression trees (BART) is a non-parametric method to approximate functions. It is a black-box method based on the sum of many trees where priors are used to regu…
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…