53 citations · 166 across the 9 of their papers we have counts for
9 papers
Functional ANOVA approaches for detecting changes in air pollution during the COVID-19 pandemic
Christian Acal, Ana M. Aguilera, Annalina Sarra +3
Faced with novel coronavirus outbreak, the most hard-hit countries adopted a lockdown strategy to contrast the spread of virus. Many studies have already documented that the COVID-…
Stochastic modeling of Random Access Memories reset transitions
M Carmen Aguilera-Morillo, Ana M Aguilera, Francisco Jiménez-Molinos +1
Resistive Random Access Memories (RRAMs) are being studied by the industry and academia because it is widely accepted that they are promising candidates for the next generation of…
Multi-class classification of biomechanical data: A functional LDA approach based on multi-class penalized functional PLS
M Carmen Aguilera-Morillo, Ana M Aguilera
A functional linear discriminant analysis approach to classify a set of kinematic data (human movement curves of individuals performing different physical activities) is performed.…
logitFD: an R package for functional principal component logit regression
Manuel Escabias, Ana M. Aguilera, Christian Acal
The functional logit regression model was proposed by Escabias et al. (2004) with the objective of modeling a scalar binary response variable from a functional predictor. The model…
Basis expansion approaches for functional analysis of variance with repeated measures
Christian Acal, Ana M. Aguilera
The methodological contribution in this paper is motivated by biomechanical studies where data characterizing human movement are waveform curves representing joint measures such as…
Linear-Phase-Type probability modelling of functional PCA with applications to resistive memories
Juan E. Ruiz-Castro, Christian Acal, Ana M. Aguilera +2
Functional principal component analysis based on Karhunen Loeve expansion allows to describe the stochastic evolution of the main characteristics associated to multiple systems and…