Publications by the researcher in collaboration with Juan Manuel Vilar Fernández (15)

2018

  1. Bootstrap in semi-functional partial linear regression under dependence

    Test, Vol. 27, Núm. 3, pp. 659-679

  2. On the Use of Functional Additive Models for Electricity Demand and Price Prediction

    IEEE Access, Vol. 6, pp. 9603-9613

  3. Prediction intervals for electricity demand and price using functional data

    International Journal of Electrical Power and Energy Systems, Vol. 96, pp. 457-472

2017

  1. Confidence and prediction intervals in semi-functional partial linear regression

    FUNCTIONAL STATISTICS AND RELATED FIELDS

2016

  1. Bootstrap confidence intervals in functional nonparametric regression under dependence

    Electronic Journal of Statistics, Vol. 10, Núm. 2, pp. 1973-1999

  2. Short-term forecast of daily curves of electricity demand and price

    International Journal of Electrical Power and Energy Systems, Vol. 80, pp. 96-108

  3. 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

  1. Detection of outliers in functional time series

    Environmetrics, Vol. 26, Núm. 3, pp. 178-191

  2. 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

  3. 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

  1. Functional prediction for the residual demand in electricity spot markets

    IEEE Transactions on Power Systems, Vol. 28, Núm. 4, pp. 4201-4208

  2. 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

  1. 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

  1. Functional methods for time series prediction: A nonparametric approach

    Journal of Forecasting, Vol. 30, Núm. 4, pp. 377-392

2008

  1. Local polynomial estimation in partial linear regression models under dependence

    Computational Statistics and Data Analysis, Vol. 52, Núm. 5, pp. 2757-2777