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stat.ME2025
Borrowing strength between unaligned binary time-series via Bayesian nonparametric rescaling of Unified Skewed Normal priors
Beatrice Cantoni, Giovanni Poli, Elizabeth Juarez-Colunga +1
We define a Bayesian semi-parametric model to effectively conduct inference with unaligned longitudinal binary data. The proposed strategy is motivated by data from the Human Epile…
stat.ME2023
A Multivariate Polya Tree Model for Meta-Analysis with Event Time Distributions
Giovanni Poli, Elena Fountzilas, Apostolia-Maria Tsimeridou +1
We develop a non-parametric Bayesian prior for a family of random probability measures by extending the Polya tree () prior to a joint prior for a set of probability measures $…