Visualization in Bayesian workflow

• Published in: Journal of the Royal Statistical Society. Series A, Statistics in society Vol. 182; no. 2; pp. 389 - 402
• Main Authors: Gabry, Jonah, Simpson, Daniel, Vehtari, Aki, Betancourt, Michael, Gelman, Andrew
• Format: Journal Article
• Language: English
• Published: Oxford Wiley 01.02.2019; Oxford University Press
• Subjects: Bayesian analysis; Bayesian data analysis; Data analysis; Iterative methods; Markov chains; Original Articles; Statistical graphics; Statistical workflow; Visualization; Workflow

Bayesian data analysis is about more than just computing a posterior distribution, and Bayesian visualization is about more than trace plots of Markov chains. Practical Bayesian data analysis, like all data analysis, is an iterative process of model building, inference, model checking and evaluation...