Flexible Transformations for Bayesian Score Calibration
Two flexible transformations for use in the Bayesian score calibration framework are developed, including a polynomial extension and a sequential application of Bayesian score calibration, which can accommodate approximate models with posteriors that have low support for the true parameter values.