Semi-functional partial linear regression G Aneiros-Pérez, P Vieu Statistics & Probability Letters 76 (11), 1102-1110, 2006 | 227 | 2006 |

Nonparametric time series prediction: A semi-functional partial linear modeling G Aneiros-Perez, P Vieu Journal of Multivariate Analysis 99 (5), 834-857, 2008 | 162 | 2008 |

Forecasting next-day electricity demand and price using nonparametric functional methods JM Vilar, R Cao, G Aneiros International Journal of Electrical Power & Energy Systems 39 (1), 48-55, 2012 | 151 | 2012 |

Recent advances in functional data analysis and high-dimensional statistics G Aneiros, R Cao, R Fraiman, C Genest, P Vieu Journal of Multivariate Analysis 170, 3-9, 2019 | 112 | 2019 |

Short-term forecast of daily curves of electricity demand and price G Aneiros, J Vilar, P Raña International Journal of Electrical Power & Energy Systems 80, 96-108, 2016 | 71 | 2016 |

Variable selection in infinite-dimensional problems G Aneiros, P Vieu Statistics & Probability Letters 94, 12-20, 2014 | 67 | 2014 |

Partial linear modelling with multi-functional covariates G Aneiros, P Vieu Computational Statistics 30, 647-671, 2015 | 65 | 2015 |

Functional prediction for the residual demand in electricity spot markets G Aneiros, JM Vilar, R Cao, AM San Roque IEEE Transactions on Power Systems 28 (4), 4201-4208, 2013 | 64 | 2013 |

Maximum ozone concentration forecasting by functional non‐parametric approaches G Aneiros‐Pérez, H Cardot, G Estévez‐Pérez, P Vieu Environmetrics 15 (7), 675-685, 2004 | 51 | 2004 |

Functional methods for time series prediction: a nonparametric approach G Aneiros‐Pérez, R Cao, JM Vilar‐Fernández Journal of Forecasting 30 (4), 377-392, 2011 | 43 | 2011 |

Functional statistics and related fields G Aneiros, EG Bongiorno, R Cao, P Vieu Springer International Publishing, 2017 | 40 | 2017 |

Estimation and testing in a partial linear regression model under long-memory dependence G Aneiros-Pérez, W González-Manteiga, P Vieu Bernoulli 10 (1), 49-78, 2004 | 39 | 2004 |

Bootstrap confidence intervals in functional nonparametric regression under dependence P Rana, G Aneiros, J Vilar, P Vieu | 34 | 2016 |

Sparse nonparametric model for regression with functional covariate G Aneiros, P Vieu Journal of Nonparametric Statistics 28 (4), 839-859, 2016 | 33 | 2016 |

Variable selection in partial linear regression with functional covariate G Aneiros, F Ferraty, P Vieu Statistics 49 (6), 1322-1347, 2015 | 32 | 2015 |

Detection of outliers in functional time series P Raña, G Aneiros, JM Vilar Environmetrics 26 (3), 178-191, 2015 | 32 | 2015 |

Editorial on the special issue on functional data analysis and related topics G Aneiros, R Cao, P Vieu Computational Statistics 34, 447-450, 2019 | 31 | 2019 |

Automatic estimation procedure in partial linear model with functional data G Aneiros-Pérez, P Vieu Statistical Papers 52, 751-771, 2011 | 31 | 2011 |

Prediction intervals for electricity demand and price using functional data J Vilar, G Aneiros, P Raña International Journal of Electrical Power & Energy Systems 96, 457-472, 2018 | 27 | 2018 |

Testing in partial linear regression models with dependent errors W González-Manteiga, G Aneiros-Pérez Journal of Nonparametric Statistics 15 (1), 93-111, 2003 | 27 | 2003 |