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Ana Maria  Aguilera
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Year
Robust principal component analysis for functional data
N Locantore, JS Marron, DG Simpson, N Tripoli, JT Zhang, KL Cohen, ...
Test 8, 1-73, 1999
4451999
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
2762006
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
1892004
Modeling environmental data by functional principal component logistic regression
M Escabias, AM Aguilera, MJ Valderrama
Environmetrics: The official journal of the International Environmetrics …, 2005
1192005
Functional PLS logit regression model
M Escabias, AM Aguilera, MJ Valderrama
Computational Statistics & Data Analysis 51 (10), 4891-4902, 2007
1052007
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
832010
Functional principal components analysis by choice of norm
FA Ocaña, AM Aguilera, MJ Valderrama
Journal of multivariate analysis 71 (2), 262-276, 1999
811999
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
762019
Computational considerations in functional principal component analysis
FA Ocaña, AM Aguilera, M Escabias
Computational Statistics 22 (3), 449-465, 2007
672007
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
621997
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
602013
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
602006
New modeling approaches based on varimax rotation of functional principal components
C Acal, AM Aguilera, M Escabias
Mathematics 8 (11), 2085, 2020
592020
Time series statistical analysis: A powerful tool to evaluate the variability of resistive switching memories
JB Roldán, FJ Alonso, AM Aguilera, D Maldonado, M Lanza
Journal of Applied Physics 125 (17), 2019
572019
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
522013
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
511996
Tablas de contingencia bidimensionales
AM Aguilera del Pino
España: La muralla, 2001
502001
Penalized spline approaches for functional logit regression
MC Aguilera-Morillo, AM Aguilera, M Escabias, MJ Valderrama
Test 22, 251-277, 2013
492013
Forecasting time series by functional PCA. Discussion of several weighted approaches
AM Aguilera, FA Ocaña, MJ Valderrama
Computational Statistics 14, 443-467, 1999
491999
Predicción Dinámica Mediante Análisis de Datos Funcionales: Introducción a Los Modelos PCP
MJ Valderrama, AM Aguilera, FA Ocaña
La Muralla, 2000
482000
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