Prof. Ana M. Aguilera
Department
of Statistics and O.R.
University of Granada, Spain
Email: aaguiler@ugr.es
Qualifications
1993 Ph.D., Mathematics, Faculty of Sciences, University of Granada, Spain
1990 B.S., Mathematics, Faculty of Sciences, University
of Granada, Spain
Publications (Selected)
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Paula
R. Bouzas, Ana M. Aguilera and Nuria Ruiz-Fuentes (2012). Functional estimation
of a Cox process. Methodology and Computing in Applied Probability, 14(1), 57-69.
-
M.
Carmen Aguilera-Morillo, Ana M. Aguilera, Manuel Escabias y Mariano J.
Valderrama (2013). Penalized spline approaches for functional logit regression.
Test, 22(2), 251-277.
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Ana
M. Aguilera y M. Carmen Aguilera-Morillo (2013). Comparative study of different
B-splines approaches for functional data. Mathematical and Computer Modelling,
58, 1568-1579.
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Ana
M. Aguilera y M. Carmen Aguilera-Morillo (2013). Penalized PCA approaches for
B-spline expansions of smooth functional data. Applied Mathematics and
Computation, 219, 7805-7819.
-
Manuel
Escabias, Mariano J. Valderrama, Ana M. Aguilera, M. Elena Santofimia, y M.
Carmen Aguilera-Morillo. (2013). Stepwise selection of functional covariates in
forecasting peak levels of olive pollen. Stochastic Environmental Research and
Risk Assessment, 27(2), 367-376.
-
M.
Carmen Aguilera-Morillo y Ana M. Aguilera (2013). P-spline estimation of
functional classification methods for improving the quality in the food
industry. Communications in Statistics - Simulation and Computation, en prensa.
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Ana
M. Aguilera, Manuel Escabias, Mariano J. Valderrama y M. Carmen
Aguilera-Morillo (2013). Functional analysis of Chemometric data. Open Journal
of Statistics, 3, 334-343.
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Manuel
Escabias, Ana M. Aguilera y M. Carmen Aguilera-Morillo (2014). Functional PCA
and base-line logit models. Journal of Classification, en prensa.
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Mariano
J. Valderrama, Francisco A. Oca˜na, Ana M. Aguilera and FranciscoM.
Oca˜na-Peinado (2010). Forecasting pollen concentration by a twosteps
functional model. Biometrics, 76, 578-585.
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Paula
R. Bouzas, Ana M. Aguilera and Nuria Ruiz-Fuentes (2010). Functional estimation
of a Cox process. Methodology and Computing in Applied Probability, published
online 25 March 2010. DOI:10.1007/s11009-010-9173-z.
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Paula
R. Bouzas, Nuria Ruiz-Fuentes, A. Matilla, Ana M. Aguilera and Mariano J.
Valderrama (2010). A Cox model for radioactivity counting measure: Inference on
the intensity process. Chemometrics and Intelligent Laboratory Systems, 103
(2), 116-121.
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Ana
M. Aguilera, Manuel Escabias, Cristian Preda and Gilbert Saporta (2010). Using
basis expansions for estimating functional PLS regression. Applications with
functional chemical data. Chemometrics and Intelligent Laboratory Systems, 104,
289-305.
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Ana
M. Aguilera, M. Escabias and M.J. Valderrama (2008). Forecasting binary
longitudinal data by a functional PC-ARIMA model. Computational Statistics and
Data Analysis, 52, 3187-3197.
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Francisco
Oca˜na, Mariano J. Valderrama and Ana M. Aguilera (2008). A dynamic regression
model for air pollen concentration. Stochastic Environmental Research and Risk
Assessment, 22, 859-863.
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Ana
M. Aguilera, Manuel Escabias and Mariano J. Valderrama (2008). Discussion of
different logistics models with functional data. Applications to systemic lupus
erythematosus. Computational Statistics and Data Analysis, 53; 151-163.
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Manuel
Escabias, Ana M. Aguilera and M.J. Valderrama (2007). Functional PLS logit
regression. Computational Statistics and Data Analysis, 51 (10); 4891-4902.
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Francisco
Oca˜na, Ana M. Aguilera and Manuel Escabias (2007). Computational
considerations in estimating functional principal component analysis.
Computational Statistics, 22, 449-465.
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Ana
M. Aguilera, M. Escabias and Mariano J. Valderrama (2006). Using principal
components for estimating logistic regression with high dimensional
multicollinear data. Computational Statistics and Data Analysis,50; 1905-1924.
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Paula
R. Bouzas, Mariano J. Valderrama, Nuria Ruiz-Fuentes and Ana M. Aguilera
(2006). Modelling the mean of a doubly stochastic Poisson process by functional
data analysis. Computational Statistics and Data Analysis, 50; 2655-2667.
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Paula
R. Bouzas, Mariano J. Valderrama, and Ana M. Aguilera (2006). On the
characteristic functional of a doubly stochastic Poisson process: Application
to a narrow-band process. Applied Mathematical Modelling, 30 (9); 1021-1032.
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Paula
R. Bouzas, Mariano J. Valderrama, Nuria Ruiz-Fuentes and Ana M. Aguilera
(2006). On the structure of the stochastic process of mortgages in Spain. Computational
Statistics, 21(1); 73-89.
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Ana
M. Aguilera (2005). Discussion about the paper ”The analysis of ordered
categorical data: an overview and a survey of recent developments”by I. Liu y
A. Agresti. Test, 14(1); 47-48.
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