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stat.ME2021
Locally Sparse Function on function Regression
Mauro Bernardi, Antonio Canale, Marco Stefanucci
In functional data analysis, functional linear regression has attracted significant attention recently. Herein, we consider the case where both the response and covariates are func…
math.ST2021
Inner spike and slab Bayesian nonparametric models
Antonio Canale, Antonio Lijoi, Bernardo Nipoti +1
Discrete Bayesian nonparametric models whose expectation is a convex linear combination of a point mass at some point of the support and a diffuse probability distribution allow to…