18 citations · 19 across the 6 of their papers we have counts for
5 papers · 1 filter
A lightweight framework for characterising extreme precipitation events in climate ensembles
Dáire Healy, Isadora Antoniano-Villalobos, Claudia Collarin +3
This article summarises the methods used by the team ``Ca' Foscari" for the EVA 2025 Data Challenge. The questions of the challenge concern the estimation of exceedance probabiliti…
Bayesian Mixture Models for Heterogeneous Extremes
Viviana Carcaiso, Miguel de Carvalho, Ilaria Prosdocimi +1
The conventional use of the Generalized Extreme Value (GEV) distribution to model block maxima may be inappropriate when extremes are actually structured into multiple heterogeneou…
A multidimensional objective prior distribution from a scoring rule
Isadora Antoniano-Villalobos, Cristiano Villa, Stephen G. Walker
The construction of objective priors is, at best, challenging for multidimensional parameter spaces. A common practice is to assume independence and set up the joint prior as the p…
Bayesian estimation of probabilistic sensitivity measures
Isadora Antoniano-Villalobos, Emanuele Borgonovo, Xuefei Lu
Computer experiments are becoming increasingly important in scientific investigations. In the presence of uncertainty, analysts employ probabilistic sensitivity methods to identify…
Informative extended Mallows priors in the Bayesian Mallows model
Marta Crispino, Isadora Antoniano-Villalobos
The aim of this work is to study the problem of prior elicitation for the Mallows model with Spearman's distance, a popular distance-based model for rankings or permutation data. P…