30 citations · 92 across the 7 of their papers we have counts for
7 papers
Different PCA approaches for vector functional time series with applications to resistive switching processes
C. Acal, A. M. Aguilera, F. J. Alonso +2
This paper is motivated by modeling the cycle-to-cycle variability associated with the resistive switching operation behind memristors. As the data are by nature curves, functional…
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-…
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…
Phase-type distributions for studying variability in resistive memories
Christian Acal, Juan E. Ruiz-Castro, Ana M. Aguilera +2
A new statistical approach has been developed to analyze Resistive Random Access Memory (RRAM) variability. The stochastic nature of the physical processes behind the operation of…