Bayesian inference in hierarchical models by combining independent posteriors

Ritabrata Dutta, Paul Blomstedt, Samuel Kaski

Hierarchical models are versatile tools for joint modeling of data sets arising from different, but related, sources. Fully Bayesian inference may, however, become computationally…