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Información profesores completa
Nombre   | Aneiros Pérez, Germán |
Área conocimiento   | Estadística e investigación operativa |
Categoría   | Catedrático de Universidad |
Dedicación   | Total |
Correo   | ganeiros@udc.es |
Web personal   | http://dm.udc.es/staff/german_aneiros |
Grupo investigación   | MODES |
Localizacion
Centro | Campus | Teléfono | Extensión |
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Docencia
Titulación(es) | Asignatura(s) |
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Máster en Técnicas Estadísticas | Trabajo Fin de Master |
Grado en Ingeniería Informática | Estadística |
Artículos publicados
- Germán Aneiros, Ivana Horová, Marie Hušková, Philippe Vieu.
On functional data analysis and related topics.
Journal of Multivariate Analysis, 189 (2022) , 104861.
- Germán Aneiros, Silvia Novo, Philippe Vieu.
Variable selection in functional regression models: a review.
Journal of Multivariate Analysis, 188 (2022) , 104871.
- 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.
- 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.
- Silvia Novo, Germán Aneiros, Philippe Vieu.
A kNN procedure in semiparametric functional data analysis.
Statistics and Probability Letters, 171 (2021) , 109028.
- Silvia Novo, Germán Aneiros, Philippe Vieu.
Sparse semiparametric regression when predictors are mixture of functional and high-dimensional variables.
Test, 30 (2021) , 481-504.
- 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.
- 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, 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.
- 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.
- 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.
- 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.
- Germán Aneiros, Paula Raña, Philippe Vieu, Juan Vilar.
Bootstrap in semi-functional partial linear regression under dependence.
Test, 27 (2018) , 3 , 659-679.
- 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.
- 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.
- Aneiros, G., Vieu, P.
Comments on: Probability enhanced effective dimension reduction for classifying sparse functional data.
Test, 25 (2016) , 27-32.
- 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.
- Germán Aneiros, Philippe Vieu.
Sparse Nonparametric Model for Regression with Functional Covariate.
Journal of Nonparametric Statistics, 28 (2016) , 4 , 839-859.
- 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.
- Raña, P., Aneiros, G., Vilar, J.M.
Detection of outliers in functional time series.
Environmetrics, 26 (2015) , 3 , 178-191.
- G. Aneiros, Ferraty F., P. Vieu.
Variable selection in partial linear regression with functional covariate.
Statistics, 49 (2015) , 6 , 1322-1347.
- 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.
- Aneiros, G., Vieu, P.
Variable selection in infinite-dimensional problems.
Statistics and Probability Letters, 0 (2014) , 94 , 12-20.
- 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, 0 (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, 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.
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, P. Vieu.
Semi-functional partial linear regression.
Statistics and Probability Letters, 76 (2006) , 1102-1110.
- 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.
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, 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, 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-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.
Modified cross-validation in semiparametric regression models with dependent errors.
Communications in Statistics / Theory and Methods, 30 (2001) , 2 , 289-307.
- G. Aneiros, A. Quintela.
Asymptotic properties in partial linear models under dependence.
Test, 10 (2001) , 2 , 333-355.
- 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.