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stat.ME2020
Analyzing Cause-Specific Mortality Trends using Compositional Functional Data Analysis
Marco Stefanucci, Stefano Mazzuco
We study the dynamics of cause--specific mortality rates among countries by considering them as compositions of functions. We develop a novel framework for such data structure, wit…
stat.ME2020
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…