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stat.ME2025
Gaussian Graphical Models for Partially Observed Multivariate Functional Data
Marco Borriero, Luigi Augugliaro, Gianluca Sottile +1
In many applications, the variables that characterize a stochastic system are measured along a second dimension, such as time. This results in multivariate functional data and the…
stat.ME2024
Functional Gaussian Graphical Regression Models For Air Quality Data
Rita Fici, Gianluca Sottile, Luigi Augugliaro +1
Functional data describe a wide range of processes, such as growth curves and spectral absorption. In this study, we analyze air pollution data from the In-service Aircraft for a G…
stat.ME2019
The conditional censored graphical lasso estimator
Luigi Augugliaro, Gianluca Sottile, Veronica Vinciotti
In many applied fields, such as genomics, different types of data are collected on the same system, and it is not uncommon that some of these datasets are subject to censoring as a…