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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
4081999
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
2542006
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
1742004
Modeling environmental data by functional principal component logistic regression
M Escabias, AM Aguilera, MJ Valderrama
Environmetrics: The official journal of the International Environmetrics …, 2005
1092005
Functional PLS logit regression model
M Escabias, AM Aguilera, MJ Valderrama
Computational Statistics & Data Analysis 51 (10), 4891-4902, 2007
1022007
Functional principal components analysis by choice of norm
FA Ocaña, AM Aguilera, MJ Valderrama
Journal of Multivariate Analysis 71 (2), 262-276, 1999
771999
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
742010
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
652019
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
Computational considerations in functional principal component analysis
FA Ocaña, AM Aguilera, M Escabias
Computational Statistics 22 (3), 449-465, 2007
602007
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
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
562013
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
512013
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
491996
Tablas de contingencia bidimensionales
AMA del Pino
La Muralla, 2001
482001
Forecasting time series by functional PCA. Discussion of several weighted approaches
AM Aguilera, FA Ocaña, MJ Valderrama
Computational Statistics 14, 443-467, 1999
481999
Penalized spline approaches for functional logit regression
MC Aguilera-Morillo, AM Aguilera, M Escabias, MJ Valderrama
Test 22, 251-277, 2013
462013
Predicción Dinámica Mediante Análisis de Datos Funcionales: Introducción a Los Modelos PCP
MJ Valderrama, AM Aguilera, FA Ocaña
La Muralla, 2000
452000
Forecasting with unequally spaced data by a functional principal component approach
AM Aguilera, FA Ocaña, MJ Valderrama
Test 8 (1), 233-253, 1999
441999
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
412008
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