3 papers
stat.ME2025
Bayesian Discrepancy Measure: Higher-order and Skewed approximations
Elena Bortolato, Francesco Bertolino, Monica Musio +1
The aim of this paper is to discuss both higher-order asymptotic expansions and skewed approximations for the Bayesian Discrepancy Measure for testing precise statistical hypothese…
stat.ME2025
Box Confidence Depth: simulation-based inference with hyper-rectangles
Elena Bortolato, Laura Ventura
This work presents a novel simulation-based approach for constructing confidence regions in parametric models, which is particularly suited for generative models and situations whe…
stat.ME2022
On approximate robust confidence distributions
Elena Bortolato, Laura Ventura
A confidence distribution is a complete tool for making frequentist inference for a parameter of interest based on an assumed parametric model. Indeed, it allows to reach point…