PALUMMO, ALESSANDRO
A semiparametric space-time quantile regression model
2025-01-01 Di Battista, Ilenia; De Sanctis, Marco F.; Arnone, Eleonora; Castiglione, Cristian; Palummo, Alessandro; Sangalli, Laura M.
Analysis of Complex Spatio-Temporal Neuroimaging Signals by Functional Principal Component Analysis
2025-01-01 Palummo, Alessandro; Arnone, Eleonora; Clementi, Letizia; Sangalli, Laura M.
Efficient Physics-Informed Smoothing of Space-time Functional Data
2025-01-01 Palummo, Alessandro; Arnone, Eleonora; Clementi, Letizia; Sangalli, Laura M.
Exploring nitrogen dioxide spatial concentration via physics-informed multiple quantile regression
2025-01-01 De Sanctis, Marco F.; Di Battista, Ilenia; Arnone, Eleonora; Castiglione, Cristian; Palummo, Alessandro; Bernardi, Mauro; Ieva, Francesca; Sangalli, Laura M.
Functional principal component analysis for incomplete space–time data
2024-01-01 Palummo, Alessandro; Arnone, Eleonora; Formaggia, Luca; Sangalli, Laura M.
Functional principal component analysis for space-time data
2023-01-01 Palummo, Alessandro; Arnone, Eleonora; Formaggia, Luca; Sangalli, Laura M.
Penalised Spatial Quantile Regression: Application to Air Quality Data
2025-01-01 De Sanctis, Marco F.; Battista, Ilenia Di; Arnone, Eleonora; Castiglione, Cristian; Bernardi, Mauro; Palummo, Alessandro; Sangalli, Laura M.
Regularized Functional Partial Least Squares Regression of Neuroimaging Data
2025-01-01 Donelli, Pietro; Hernández-Roig, Harold A.; Aguilera-Morillo, M. Carmen; Arnone, Eleonora; Clementi, Letizia; Lillo, Rosa E.; Palummo, Alessandro; Sangalli, Laura M.
Scalar-on-Function Regression with Partially Observed Covariate
2025-01-01 Novo, S.; Palummo, A.; Sangalli, L. M.
Smoothing with Nonlinear Partial Differential Equation Regularization
2025-01-01 Clemente, Aldo; Palummo, Alessandro; Arnone, Eleonora; Sangalli, Laura M.