1 citations · 1 across the 5 of their papers we have counts for
7 papers
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…
Non-stationarities in extreme hourly precipitation over the Piave Basin, northern Italy
Dáire Healy, Ilaria Prosdocimi, Isadora Antoniano-Villalobos
We study the spatio-temporal features of extremal sub-daily precipitation data over the Piave river basin in northeast Italy using a rich database of observed hourly rainfall. Empi…
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…
Colombian Women's Life Patterns: A Multivariate Density Regression Approach
Sara Wade, Raffaella Piccarreta, Andrea Cremaschi +1
Women in Colombia face difficulties related to the patriarchal traits of their societies and well-known conflict afflicting the country since 1948. In this critical context, our ai…