Journal articles
- Rebeca Peláez, Germán Aneiros, Juan Vilar.
Bootstrap prediction regions for daily curves of electricity demand and price using functional data,
International Journal of Electrical Power and Energy Systems (2024) 162, 110244. - Germán Aneiros, Ivana Horová, Marie Hušková, Philippe Vieu.
On functional data analysis and related topics,
Journal of Multivariate Analysis, 189 (2022) 104861. - Germán Aneiros, Ivana Horová, Marie Hušková, Philippe Vieu.
Editorial for the Special Issue on Functional Data Analysis and Related Fields,
Journal of Multivariate Analysis, 189 (2022) 104908. - Germán Aneiros, Silvia Novo, Philippe Vieu.
Variable selection in functional regression models: a review,
Journal of Multivariate Analysis, 188 (2022) 104871. - Silvia Novo, Germán Aneiros, Philippe Vieu.
Sparse semiparametric regression when predictors are mixture of functional and high-dimensional variables,
Test, 30 (2021) 481-504. - Silvia Novo, Germán Aneiros, Philippe Vieu.
A kNN procedure in semiparametric functional data analysis,
Statistics and Probability Letters, 171 (2021) 109028. - Silvia Novo, Philippe Vieu, Germán Aneiros.
Fast and efficient algorithms for sparse semiparametric bi-functional regression,
Australian and New Zealand Journal of Statistics, 63 (2021) 4, 606-638. - Nengxiang Ling, Germán Aneiros, Philippe Vieu.
kNN estimation in functional partial linear modeling,
Statistical Papers, 61 (2020) 423–444. - Aneiros, G., Cao, R., Vieu, P .
Editorial on the Special Issue on Functional Data Analysis and Related Topics,
Computational Statistics, 34 (2019) 2, 447-450. - Germán Aneiros, Ricardo Cao, Ricardo Fraiman, Christian Genest, Philippe Vieu.
Recent advances in functional data analysis and high-dimensional statistics,
Journal of Multivariate Analysis, 170 (2019) 3-9. - Germán Aneiros, Ricardo Cao, Ricardo Fraiman, Philippe Vieu.
Editorial for the Special Issue on Functional Data Analysis and Related Topics,
Journal of Multivariate Analysis, 170 (2019) 1-2. - Silvia Novo, Germán Aneiros, Philippe Vieu.
Automatic and location-adaptive estimation in functional single-index regression,
Journal of Nonparametric Statistics, 31 (2019) 2, 364-392. - Germán Aneiros, Paula Raña, Philippe Vieu, Juan Vilar.
Bootstrap in semi-functional partial linear regression under dependence,
Test, 27 (2018) 3, 659-679. - Juan Vilar, Germán Aneiros, Paula Raña.
Prediction intervals for electricity demand and price using functional data,
International Journal of Electrical Power and Energy Systems, 96 (2018) 457-472. - Paula Raña, Juan Vilar, Germán Aneiros.
On the use of functional additive models for electricity demand and price prediction,
IEEE Access, 6 (2018) 1, 9603-9613. - Aneiros, G., Vieu, P.
Comments on: Probability enhanced effective dimension reduction for classifying sparse functional data,
Test, 25 (2016) 27-32. - Germán Aneiros, Juan M. Vilar, Paula Raña.
Short-term forecast of daily curves of electricity demand and price,
International Journal of Electrical Power and Energy Systems, 80 (2016) 96-108. - Germán Aneiros, Philippe Vieu.
Sparse Nonparametric Model for Regression with Functional Covariate,
Journal of Nonparametric Statistics, 28 (2016) 4, 839-859. - Germán Aneiros, Philippe Vieu.
Modèle non-paramétrique parcimonieux pour la détection des points d'impact d'une variable fonctionnelle,
Comptes Rendus Mathématique, 354 (2016) 5, 538-542. - Juan M. Vilar, Paula Raña, Germán Aneiros.
Using robust FPCA to identify outliers in functional time series, with applications to the electricity market,
SORT-Statistics and Operations Research Transactions, 40 (2016) 2, 321-348. - Paula Raña, Germán Aneiros, Juan Manuel Vilar, Philippe Vieu.
Bootstrap confidence intervals in functional nonparametric regression under dependence,
Electronic Journal of Statistics, 10 (2016) 2, 1973-1999. - Aneiros, G., Ling, N., Vieu, P. .
Error variance estimation in semi-functional partially linear regression models,
Journal of Nonparametric Statistics, 27 (2015) 3, 316-330. - Aneiros, G., Vieu, P.
Partial linear modelling with multi-functional covariates,
Computational Statistics, 30 (2015) 3, 647-671. - G. Aneiros, Ferraty F., P. Vieu.
Variable selection in partial linear regression with functional covariate,
Statistics, 49 (2015) 6, 1322-1347. - Raña, P., Aneiros, G., Vilar, J.M.
Detection of outliers in functional time series,
Environmetrics, 26 (2015) 3, 178-191. - Aneiros, G., Vieu, P.
Variable selection in infinite-dimensional problems,
Statistics and Probability Letters (2014) 94, 12-20. - Mamouridis, V., Maynou, F., Aneiros Pérez, G. .
Analysis and standardization of landings per unit effort of red shrimp Aristeus antennatus from the trawl fleet of Barcelona (NW Mediterranean),
Scientia Marina, 78 (2014) 7-16. - G. Aneiros, J.M. Vilar, R. Cao, A. Muñoz San Roque.
Functional prediction for the residual demand in electricity spot markets,
IEEE Transactions on Power Systems, 28 (2013) 4, 4201-4208. - G. Aneiros-Pérez, P. Vieu.
Testing linearity in semi-parametric functional data analysis,
Computational Statistics, 28 (2013) 413-434. - G. Aneiros.
Comments on: Some recent theory for autoregressive count time series,
Test (2012) 21, 439-441. - J.M. Vilar, R. Cao, G. Aneiros.
Forecasting next-day electricity demand and price using nonparametric functional methods,
International Journal of Electrical Power and Energy Systems, 39 (2012) 48-55. - G. Aneiros-Pérez, P. Vieu.
Automatic estimation procedure in partial linear model with functional data,
Statistical Papers, 52 (2011) 751-771. - G. Aneiros-Pérez, R. Cao, J. M. Vilar-Fernández.
Functional methods for time series prediction: a nonparametric approach,
Journal of Forecasting, 30 (2011) 3, 377-392. - G. Aneiros, W. González-Manteiga, J.C. Reboredo.
Semiparametric regression with a FARIMA-GARCH error process: Theory and application. Advances and Applications in Statistical Sciences,
Advances and Applications in Statistical Sciences, 3 (2010) 1, 83-112. - G. Aneiros-Pérez, J.M. Vilar-Fernández.
Prewhitening-based estimation in partial linear regression models: a comparative study,
REVSTAT: Statistical Journal, 7 (2009) 37-54. - G. Aneiros-Pérez.
Semiparametric analysis of covariance under dependence conditions within each group (software disponible pulsando sobre en el enlace),
Australian and New Zealand Journal of Statistics, 50 (2008) 97-123. - G. Aneiros-Pérez, J. M. Vilar-Fernández.
Local polynomial estimation in partial linear regression models under dependence,
Computational Statistics and Data Analysis, 52 (2008) 2757-2777. - G. Aneiros-Pérez, P. Vieu.
Nonparametric time series prediction: a semi-functional partial linear modeling,
Journal of Multivariate Analysis, 99 (2008) 834-857. - G. Aneiros-Pérez, P. Vieu.
Semi-functional partial linear regression,
Statistics and Probability Letters, 76 (2006) 1102-1110. - G. Aneiros-Pérez.
Plug-in bandwidth choice for estimation of nonparametric part in partial linear regression models with strong mixing errors,
Statistical Papers, 45 (2004) 2, 191-210. - G. Aneiros-Pérez, H. Cardot, G. Estévez, P. Vieu.
Maximum ozone concentration forecasting by functional non-parametric approaches,
Environmetrics, 15 (2004) 675-685. - G. Aneiros-Pérez, W. González-Manteiga, P. Vieu.
Estimation and testing in a partial linear regression model under long-memory dependence,
Bernoulli, 10 (2004) 1, 49-78. - W. González-Manteiga, G. Aneiros-Pérez.
Testing in partial linear regression models with dependent errors,
Journal of Nonparametric Statistics, 15 (2003) 1, 93-111. - G. Aneiros-Pérez.
On bandwidth selection in partial linear regression models under dependence,
Statistics and Probability Letters, 57 (2002) 393-401. - G. Aneiros-Pérez, A. Quintela-del-Río.
Plug-in bandwidth choice in partial linear models with autoregressive errors,
Journal of Statistical Planning and Inference, 100 (2002) 23-48. - G. Aneiros, A. Quintela.
Asymptotic properties in partial linear models under dependence,
Test, 10 (2001) 2, 333-355. - G. Aneiros-Pérez, A. Quintela-del-Río.
Modified cross-validation in semiparametric regression models with dependent errors,
Communications in Statistics / Theory and Methods, 30 (2001) 2, 289-307. - G. Aneiros-Pérez.
Selección de la ventana en suavización tipo núcleo de la parte no paramétrica de un modelo parcialmente lineal con errores autorregresivos,
Questiio, 24 (2000) 2, 267-291.
Departamento de Matemáticas
Facultad de Informática
Campus de Elviña, s/n
15071 - A Coruña (Spain)
+34.981.167.000 Ext. 1229
Facultad de Informática
Campus de Elviña, s/n
15071 - A Coruña (Spain)
+34.981.167.000 Ext. 1229