Ana M. Aguilera

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 12

Top Topics

Logistic Regression

Principal Components Analysis

Top Venues

Math. Comput. Simul.

Publications

Christian Acal, Ana M. Aguilera, Francisco J. Alonso, Juan Eloy Ruiz-Castro, Juan Bautista Roldán
Different PCA approaches for vector functional time series with applications to resistive switching processes. Math. Comput. Simul. 223 (2024)
Cristhian Leonardo Urbano-Leon, Ana M. Aguilera, Manuel Escabias
Repeated measures in functional logistic regression. Math. Comput. Simul. 225 (2024)
M. Carmen Aguilera-Morillo, Ana M. Aguilera, Francisco Jiménez-Molinos, Juan Bautista Roldán
Stochastic modeling of Random Access Memories reset transitions. CoRR (2024)
Christian Acal, Ana M. Aguilera
Basis expansion approaches for functional analysis of variance with repeated measures. Adv. Data Anal. Classif. 17 (2) (2023)
Manuel Escabias, Ana M. Aguilera, Christian Acal
logitFD: an R package for functional principal component logit regression. R J. 14 (3) (2022)
Juan Bautista Roldán, David Maldonado, Francisco J. Alonso, Andrés M. Roldán, Fei Hui, Yuanyuan Shi, Francisco Jiménez-Molinos, Ana M. Aguilera, Mario Lanza
Time series modeling of the cycle-to-cycle variability in h-BN based memristors. IRPS (2021)
Ana M. Aguilera, Christian Acal, M. Carmen Aguilera-Morillo, Francisco Jiménez-Molinos, Juan Bautista Roldán
Homogeneity problem for basis expansion of functional data with applications to resistive memories. Math. Comput. Simul. 186 (2021)
Juan Eloy Ruiz-Castro, Christian Acal, Ana M. Aguilera, M. Carmen Aguilera-Morillo, Juan Bautista Roldán
Linear-Phase-Type probability modelling of functional PCA with applications to resistive memories. Math. Comput. Simul. 186 (2021)
Juan Bautista Roldán, David Maldonado, Francisco Jiménez-Molinos, Christian Acal, Juan Eloy Ruiz-Castro, Ana M. Aguilera, Fei Hui, J. Kong, Y. Shi, Xu Jing, Chao Wen, Marco Antonio Villena, Mario Lanza
Reversible dielectric breakdown in h-BN stacks: a statistical study of the switching voltages. IRPS (2020)
Christian Acal, Juan Eloy Ruiz-Castro, Ana M. Aguilera, Francisco Jimenez-Molinos, Juan Bautista Roldán
Phase-type distributions for studying variability in resistive memories. J. Comput. Appl. Math. 345 (2019)
M. Carmen Aguilera-Morillo, Ana M. Aguilera, Francisco Jimenez-Molinos, Juan Bautista Roldán
Stochastic modeling of Random Access Memories reset transitions. Math. Comput. Simul. 159 (2019)
Ana M. Aguilera, M. C. Aguilera-Morillo, Francisco Jiménez-Molinos, Juan Bautista Roldán
Modelling Resistive Random Access Memories by means of Functional Principal Component Analysis. MDA (2017)
M. Carmen Aguilera-Morillo, Ana M. Aguilera
P-spline Estimation of Functional Classification Methods for Improving the Quality in the Food Industry. Commun. Stat. Simul. Comput. 44 (10) (2015)
Manuel Escabias, Ana M. Aguilera, M. Carmen Aguilera-Morillo
Functional PCA and Base-Line Logit Models. J. Classif. 31 (3) (2014)
Ana M. Aguilera, M. C. Aguilera-Morillo
Penalized PCA approaches for B-spline expansions of smooth functional data. Appl. Math. Comput. 219 (14) (2013)
Ana M. Aguilera, M. C. Aguilera-Morillo
B-spline approaches for functional data. Math. Comput. Model. 58 (7-8) (2013)
Ana M. Aguilera, Manuel Escabias, Mariano J. Valderrama
Discussion of different logistic models with functional data. Application to Systemic Lupus Erythematosus. Comput. Stat. Data Anal. 53 (1) (2008)
Ana M. Aguilera, Manuel Escabias, Mariano J. Valderrama
Forecasting binary longitudinal data by a functional PC-ARIMA model. Comput. Stat. Data Anal. 52 (6) (2008)
Manuel Escabias, Ana M. Aguilera, Mariano J. Valderrama
Functional PLS logit regression model. Comput. Stat. Data Anal. 51 (10) (2007)
Francisco A. Ocaña, Ana M. Aguilera, Manuel Escabias
Computational considerations in functional principal component analysis. Comput. Stat. 22 (3) (2007)
Paula R. Bouzas, Ana M. Aguilera, Mariano J. Valderrama, Nuria Ruiz-Fuentes
On the structure of the stochastic process of mortgages in Spain. Comput. Stat. 21 (1) (2006)
Ana M. Aguilera, Manuel Escabias, Mariano J. Valderrama
Using principal components for estimating logistic regression with high-dimensional multicollinear data. Comput. Stat. Data Anal. 50 (8) (2006)
Paula R. Bouzas, Mariano J. Valderrama, Ana M. Aguilera, Nuria Ruiz-Fuentes
Modelling the mean of a doubly stochastic Poisson process by functional data analysis. Comput. Stat. Data Anal. 50 (10) (2006)
Mariano J. Valderrama, Mónica Ortega-Moreno, Pedro González, Ana M. Aguilera
Derivation of a State-Space Model by Functional Data Analysis. Comput. Stat. 18 (3) (2003)
Ana M. Aguilera, Paula R. Bouzas, Nuria Ruiz-Fuentes
Functional Principal Component Modelling of the Intensity of a Doubly Stochastic Poisson Process. COMPSTAT (2002)
Mariano J. Valderrama, Francisco A. Ocaña, Ana M. Aguilera
Forecasting PC-ARIMA Models for Functional Data. COMPSTAT (2002)
Ana M. Aguilera, Francisco A. Ocaña, Mariano J. Valderrama
Forecasting time series by functional PCA. Discussion of several weighted approaches. Comput. Stat. 14 (3) (1999)
Mariano J. Valderrama, Ana M. Aguilera, Juan Carlos Ruiz-Molina
Time Series Forecasting by Principal Component Methods. COMPSTAT (1998)
Francisco A. Ocaña, Olga Valenzuela, Ana M. Aguilera
A Wavelet Approach to Functional Principal Component Analysis. COMPSTAT (1998)