Follow
Ana Maria  Aguilera
Title
Cited by
Cited by
Year
Robust principal component analysis for functional data
N Locantore, JS Marron, DG Simpson, N Tripoli, JT Zhang, KL Cohen, ...
Test 8 (1), 1-73, 1999
4011999
Using principal components for estimating logistic regression with high-dimensional multicollinear data
AM Aguilera, M Escabias, MJ Valderrama
Computational Statistics & Data Analysis 50 (8), 1905-1924, 2006
2462006
Principal component estimation of functional logistic regression: discussion of two different approaches
M Escabias, AM Aguilera, MJ Valderrama
Journal of Nonparametric Statistics 16 (3-4), 365-384, 2004
1732004
Modeling environmental data by functional principal component logistic regression
M Escabias, AM Aguilera, MJ Valderrama
Environmetrics: The official journal of the International Environmetrics …, 2005
1072005
Functional PLS logit regression model
M Escabias, AM Aguilera, MJ Valderrama
Computational Statistics & Data Analysis 51 (10), 4891-4902, 2007
992007
Functional principal components analysis by choice of norm
FA Ocaña, AM Aguilera, MJ Valderrama
Journal of Multivariate Analysis 71 (2), 262-276, 1999
751999
Using basis expansions for estimating functional PLS regression: applications with chemometric data
AM Aguilera, M Escabias, C Preda, G Saporta
Chemometrics and Intelligent Laboratory Systems 104 (2), 289-305, 2010
702010
Computational considerations in functional principal component analysis
FA Ocaña, AM Aguilera, M Escabias
Computational Statistics 22 (3), 449-465, 2007
612007
An approximated principal component prediction model for continuous‐time stochastic processes
AM Aguilera, FA Ocaña, MJ Valderrama
Applied Stochastic Models and Data Analysis 13 (2), 61-72, 1997
601997
Modelling the mean of a doubly stochastic Poisson process by functional data analysis
PR Bouzas, MJ Valderrama, AM Aguilera, N Ruiz-Fuentes
Computational Statistics & Data Analysis 50 (10), 2655-2667, 2006
592006
Analysis of the statistics of device-to-device and cycle-to-cycle variability in TiN/Ti/Al: HfO2/TiN RRAMs
E Pérez, D Maldonado, C Acal, JE Ruiz-Castro, FJ Alonso, AM Aguilera, ...
Microelectronic Engineering 214, 104-109, 2019
522019
Comparative study of different B-spline approaches for functional data
AM Aguilera, MC Aguilera-Morillo
Mathematical and Computer Modelling 58 (7-8), 1568-1579, 2013
522013
Penalized PCA approaches for B-spline expansions of smooth functional data
AM Aguilera, MC Aguilera-Morillo
Applied Mathematics and Computation 219 (14), 7805-7819, 2013
502013
Approximation of estimators in the PCA of a stochastic process using B-splines
AM Aguilera, R Gutiérrez, MJ Valderrama
Communications in Statistics-Simulation and Computation 25 (3), 671-690, 1996
481996
Predicción Dinámica Mediante Análisis de Datos Funcionales: Introducción a Los Modelos PCP
MJ Valderrama, AM Aguilera, FA Ocaña
La Muralla, 2000
472000
Penalized spline approaches for functional logit regression
MC Aguilera-Morillo, AM Aguilera, M Escabias, MJ Valderrama
Test 22 (2), 251-277, 2013
462013
Tablas de contingencia bidimensionales
AM Aguilera del Pino
Salamanca. Pirámide, 2001
462001
Forecasting time series by functional PCA. Discussion of several weighted approaches
AM Aguilera, FA Ocaña, MJ Valderrama
Computational Statistics 14 (3), 443-467, 1999
461999
Forecasting with unequally spaced data by a functional principal component approach
AM Aguilera, FA Ocaña, MJ Valderrama
Test 8 (1), 233-253, 1999
431999
Discussion of different logistic models with functional data. Application to systemic lupus erythematosus
AM Aguilera, M Escabias, MJ Valderrama
Computational Statistics & Data Analysis 53 (1), 151-163, 2008
422008
The system can't perform the operation now. Try again later.
Articles 1–20