1 citations · 1 across the 2 of their papers we have counts for
4 papers
Bayesian non-asymptotic extreme value models for environmental data
Enrico Zorzetto, Antonio Canale, Marco Marani
Motivated by the analysis of extreme rainfall data, we introduce a general Bayesian hierarchical model for estimating the probability distribution of extreme values of intermittent…
Multiscale stick-breaking mixture models
Marco Stefanucci, Antonio Canale
We introduce a family of multiscale stick-breaking mixture models for Bayesian nonparametric density estimation. The Bayesian nonparametric literature is dominated by single scale…
Simultaneous Transformation and Rounding (STAR) Models for Integer-Valued Data
Daniel R. Kowal, Antonio Canale
We propose a simple yet powerful framework for modeling integer-valued data, such as counts, scores, and rounded data. The data-generating process is defined by Simultaneously Tran…
Pairwise likelihood inference for the multivariate ordered probit model
Martina Bravo, Antonio Canale
This paper provides a closed form expression for the pairwise score vector for the multivariate ordered probit model. This result has several implications in likelihood-based infer…