3 papers
stat.ME2026
Variable Domain Multivariate Functional Principal Component Analysis
Pavel Hernández Amaro, MarÃa Durbán, M. Carmen Aguilera-Morillo +3
Multivariate functional principal component analysis (MFPCA) is a powerful dimension reduction technique for analyzing multiple functional variables simultaneously. However, existi…
stat.ME2026
Design-Based Inference for the AUC with Complex Survey Data
Amaia Iparragirre, Thomas Lumley, Irantzu Barrio
Complex survey data are usually collected following complex sampling designs. Accounting for the sampling design is essential to obtain unbiased estimates and valid inferences when…
stat.ME2024
Dynamic prediction of death risk given a renewal hospitalization process
Telmo J. Pérez-Izquierdo, Irantzu Barrio, Cristobal Esteban
Predicting the risk of death for chronic patients is highly valuable for informed medical decision-making. This paper proposes a general framework for dynamic prediction of the ris…