On Quantification of Borrowing of Information in Hierarchical Bayesian Models

Prasenjit Ghosh, Anirban Bhattacharya, Debdeep Pati

In this work, we offer a thorough analytical investigation into the role of shared hyperparameters in a hierarchical Bayesian model, examining their impact on information borrowing…