Variational Inference for Fully Bayesian Hierarchical Linear Models

Cristian Parra-Aldana, Juan Sosa

Bayesian hierarchical linear models provide a natural framework to analyze nested and clustered data. Classical estimation with Markov chain Monte Carlo produces well calibrated po…