Ana Maria  Aguilera
Ana Maria Aguilera
Profesora de Estadística, Universidad de Granada
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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
3761999
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
2242006
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
1532004
Functional PLS logit regression model
M Escabias, AM Aguilera, MJ Valderrama
Computational Statistics & Data Analysis 51 (10), 4891-4902, 2007
912007
Modeling environmental data by functional principal component logistic regression
M Escabias, AM Aguilera, MJ Valderrama
Environmetrics: The official journal of the International Environmetrics …, 2005
852005
Functional principal components analysis by choice of norm
FA Ocaña, AM Aguilera, MJ Valderrama
Journal of Multivariate Analysis 71 (2), 262-276, 1999
711999
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
582010
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
581997
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
512006
Computational considerations in functional principal component analysis
FA Ocaña, AM Aguilera, M Escabias
Computational Statistics 22 (3), 449-465, 2007
492007
Tablas de contingencia bidimensionales
AMA del Pino
La Muralla, 2001
472001
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
421996
Penalized spline approaches for functional logit regression
MC Aguilera-Morillo, AM Aguilera, M Escabias, MJ Valderrama
Test 22 (2), 251-277, 2013
412013
Forecasting time series by functional PCA. Discussion of several weighted approaches
AM Aguilera, FA Ocaña, MJ Valderrama
Computational Statistics 14 (3), 443-467, 1999
401999
Predicción Dinámica Mediante Análisis de Datos Funcionales: Introducción a Los Modelos PCP
MJ Valderrama, AM Aguilera, FA Ocaña
La Muralla, 2000
392000
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
382013
Forecasting with unequally spaced data by a functional principal component approach
AM Aguilera, FA Ocaña, MJ Valderrama
Test 8 (1), 233-253, 1999
361999
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
352013
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
322008
Stochastic modelling for evolution of stock prices by means of functional principal component analysis
AM Aguilera, FA Ocaña, MJ Valderrama
Applied Stochastic Models in Business and Industry 15 (4), 227-234, 1999
321999
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