2 papers
stat.ME2026
Local Level Dynamic Random Partition Models for Changepoint Detection
Alice Giampino, Bernardo Nipoti, Marina Vannucci +1
Motivated by an increasing demand for models that can effectively describe features of complex multivariate time series, e.g. from sensor data in biomechanics, motion analysis, and…
stat.ME2024
A Bayesian Model for Co-clustering Ordinal Data with Informative Missing Entries
Alice Giampino, Antonio Canale, Bernardo Nipoti
Several approaches have been proposed in the literature for clustering multivariate ordinal data. These methods typically treat missing values as absent information, rather than re…