Germán
Aneiros Pérez
Catedrático de Universidad
Publicaciones (60) Publicaciones de Germán Aneiros Pérez
2024
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Bootstrap prediction regions for daily curves of electricity demand and price using functional data
International Journal of Electrical Power and Energy Systems, Vol. 162
2022
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On functional data analysis and related topics
Journal of Multivariate Analysis, Vol. 189
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Special Issue on Functional Data Analysis and related fields
Journal of Multivariate Analysis
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Variable selection in functional regression models: A review
Journal of Multivariate Analysis, Vol. 188
2021
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A kNN procedure in semiparametric functional data analysis
Statistics and Probability Letters, Vol. 171
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Fast and efficient algorithms for sparse semiparametric bifunctional regression
Australian and New Zealand Journal of Statistics, Vol. 63, Núm. 4, pp. 606-638
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Sparse semiparametric regression when predictors are mixture of functional and high-dimensional variables
Test, Vol. 30, Núm. 2, pp. 481-504
2020
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kNN estimation in functional partial linear modeling
Statistical Papers, Vol. 61, Núm. 1, pp. 423-444
2019
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Automatic and location-adaptive estimation in functional single-index regression
Journal of Nonparametric Statistics, Vol. 31, Núm. 2, pp. 364-392
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Editorial for the Special Issue on Functional Data Analysis and Related Topics
Journal of Multivariate Analysis
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Editorial on the special issue on Functional Data Analysis and Related Topics
Computational Statistics
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Fast Algorithm for Impact Point Selection in Semiparametric Functional Models
XoveTIC 2019: The 2nd XoveTIC Conference (XoveTIC 2019), A Coruña, Spain, 5–6 September
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Recent advances in functional data analysis and high-dimensional statistics
Journal of Multivariate Analysis, Vol. 170, pp. 3-9
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Sparse semiparametric regression for functional data
XIV Congreso Galego de Estatistica e Investigación de Operacions: libro de actas Vigo, 24-26 de outubro de 2019
2018
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Bootstrap in semi-functional partial linear regression under dependence
Test, Vol. 27, Núm. 3, pp. 659-679
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On the Use of Functional Additive Models for Electricity Demand and Price Prediction
IEEE Access, Vol. 6, pp. 9603-9613
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Prediction intervals for electricity demand and price using functional data
International Journal of Electrical Power and Energy Systems, Vol. 96, pp. 457-472
2017
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A general sparse modeling approach for regression problems involving functional data
FUNCTIONAL STATISTICS AND RELATED FIELDS
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An introduction to the 4th edition of the InternationalWorkshop on Functional and Operatorial Statistics
FUNCTIONAL STATISTICS AND RELATED FIELDS
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Confidence and prediction intervals in semi-functional partial linear regression
FUNCTIONAL STATISTICS AND RELATED FIELDS