2 papers
stat.ME2025
A novel generalized additive scalar-on-function regression model for partially observed multidimensional functional data: An application to air quality classification
Pavel Hernández-Amaro, Maria Durban, M. Carmen Aguilera-Morillo
In this work we propose a generalized additive functional regression model for partially observed functional data. Our approach accommodates functional predictors of varying dimens…
stat.ME2024
Modelling physical activity profiles in COPD patients: a fully functional approach to variable domain functional regression models
Pavel Hernandez-Amaro, Maria Durban, M. Carmen Aguilera-Morillo +2
Physical activity plays a significant role in the well-being of individuals with Chronic obstructive Pulmonary Disease (COPD). Specifically, it has been directly associated with ch…