Germán
Aneiros Pérez
Catedrático de Universidad
Juan Manuel
Vilar Fernández
Catedrático de Universidad
Publicaciones en las que colabora con Juan Manuel Vilar Fernández (14)
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
2016
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Bootstrap confidence intervals in functional nonparametric regression under dependence
Electronic Journal of Statistics, Vol. 10, Núm. 2, pp. 1973-1999
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Short-term forecast of daily curves of electricity demand and price
International Journal of Electrical Power and Energy Systems, Vol. 80, pp. 96-108
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Using robust FPCA to identify outliers in functional time series, with applications to the electricity market
Sort: Statistics and Operations Research Transactions, Vol. 40, Núm. 2, pp. 321-348
2015
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Detection of outliers in functional time series
Environmetrics, Vol. 26, Núm. 3, pp. 178-191
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Functional prediction with Applications to the Electricity Market
XII Congreso Galego de Estatística e Investigación de Operacións: Lugo, 22-23-24 de outubro de 2015. Actas
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Predicción funcional en el mercado eléctrico español
XXXV Congreso Nacional SEIO: IX Jornadas de Estadística Pública : Universidad Pública de Navarra, Pamplona, del 26 al 29 de mayo de 2015
2013
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Functional prediction for the residual demand in electricity spot markets
IEEE Transactions on Power Systems, Vol. 28, Núm. 4, pp. 4201-4208
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Métodos para detectar atípicos funcionales bajo dependencia
XXXIV Congreso Nacional de Estadística e Investigación Operativa, VIII Jornadas de Estadística Pública: SEIO 2013. Universitat Jaume I, Castellón, septiembre 2013. Libro de actas
2012
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Forecasting next-day electricity demand and price using nonparametric functional methods
International Journal of Electrical Power and Energy Systems, Vol. 39, Núm. 1, pp. 48-55
2011
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Functional methods for time series prediction: A nonparametric approach
Journal of Forecasting, Vol. 30, Núm. 4, pp. 377-392
2008
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Local polynomial estimation in partial linear regression models under dependence
Computational Statistics and Data Analysis, Vol. 52, Núm. 5, pp. 2757-2777