133 citations · 162 across the 15 of their papers we have counts for
22 papers
The Interplay between Bayesian Inference and Conformal Prediction
Nina Deliu, Brunero Liseo
Conformal prediction has emerged as a cutting-edge methodology in statistics and machine learning, providing prediction intervals with finite-sample frequentist coverage guarantees…
A Multivariate Copula-based Bayesian Framework for Doping Detection
Nina Deliu, Brunero Liseo
Doping control is an essential component of anti-doping organizations for protecting clean sports competitions. Since 2009, this mission has been complemented worldwide by the Athl…
Alternative Approaches for Estimating Highest-Density Regions
Nina Deliu, Brunero Liseo
Among the variety of statistical intervals, highest-density regions (HDRs) stand out for their ability to effectively summarize a distribution or sample, unveiling its distinctive…
Inferring a population composition from survey data with nonignorable nonresponse: Borrowing information from external sources
Veronica Ballerini, Brunero Liseo
We introduce a method to make inference on the composition of a heterogeneous population using survey data, accounting for the possibility that capture heterogeneity is related to…
An Extension of the Unified Skew-Normal Family of Distributions and Application to Bayesian Binary Regression
Paolo Onorati, Brunero Liseo
We consider the Bayesian binary regression model and we introduce a new class of distributions, the Perturbed Unified Skew-Normal (pSUN, henceforth), which generalizes the Unified…
A Random Number Generator for the Kolmogorov Distribution
Paolo Onorati, Brunero Liseo
We discuss an acceptance-rejection algorithm for the random number generation from the Kolmogorov distribution. Since the cumulative distribution function (CDF) is expressed as a s…