PhD Germán Aneiros Pérez  

Catedrático de universidade (CAT-UN)

Department Mathematics
Knowledgment area Statistics and Operational Research
Research  Research group Modelización, Optimización e Inferencia Estadística
Research lines Nonparametric statistics; Partially linear regression models; Semiparametric regression models; Functional data; High-dimensional data; Variable selection; Time series; Electricity demand and price prediction
Keywords Nonparametric statistics; Partially linear regression models; Semiparametric regression models; Functional data; High-dimensional data; Variable selection; Time series; Electricity demand and price prediction
Contacto UDC directory
Orcid id0000-0003-1505-803X ResearcherIDAAU-6005-2020 Scopus7801423012

Teaching

Subjects taught

This section shows the teaching given in degrees, masters and other officers studies in last 6 years.

Subject and involved studies Distance hours Total hours
Final Year Dissertation
Degree in Data Science and Engineering
0 3
Final Year Dissertation. Mention in Software Engineering
Degree in Computer Engineering
0 2.5
Subject and involved studies Distance hours Total hours
Statistical Analysis of Dependent Data 0 63
Statistics 0 36
Time Series 0 35
Subject and involved studies Distance hours Total hours
Master's Dissertation
Master's in Statistical Techniques
0 5
Statistical Analysis of Dependent Data
Degree in Data Science and Engineering
0 63
Statistics
Degree in Computer Engineering
0 114
Time Series
Master's in Statistical Techniques
0 35
Subject and involved studies Distance hours Total hours
Statistical Analysis of Dependent Data
Degree in Data Science and Engineering
0 63
Statistics
Degree in Computer Engineering
0 20
Time Series
Master's in Statistical Techniques
0 35
Subject and involved studies Distance hours Total hours
Statistics
Degree in Computer Engineering
0 90
Time Series
Master's in Statistical Techniques
0 35
Subject and involved studies Distance hours Total hours
Master's Dissertation
Master's in Statistical Techniques
0 8
Statistics
Degree in Computer Engineering
0 0
Time Series
Master's in Statistical Techniques
0 35

Defined tutoring by teacher for 2023/2024 academic course.

Faculty of Computer Science

Quarter Day Site
1st quarter Wednesday
09:30 a 11:00
Despacho 2.03
1st quarter Thursday
09:30 a 12:30
Despacho 2.03
1st quarter Friday
09:30 a 11:00
Despacho 2.03
2nd quarter Monday
16:00 a 17:00
Despacho 2.03
2nd quarter Monday
11:30 a 13:30
Despacho 2.03
2nd quarter Wednesday
11:30 a 13:30
Despacho 2.03
2nd quarter Wednesday
16:00 a 17:00
Despacho 2.03

EOG works and final master thesis directed

Directed or codirected by current teacher since 2013 year.

Selection of variables: a review of existing methods

Research results

Select merit type and year to query research merits.

Métodos estadísticos flexibles en ciencia de datos para datos complejos y de gran volumen: teoría y aplicaciones

Funding entity Ministerio de Ciencia e Innovación
Main researches Ricardo Cao Abad/ Juan Manuel Vilar Fernández
Type Proyecto Programas Nacionales
Dates From 01/09/2021 to 31/08/2024

Axudas para a consolidación e estruturación de unidades de investigación competitivas-GRC

Funding entity Consellería de Educación e Ordenación Universitaria
Main researches Cao Abad, Ricardo
Type Proyecto Programas Autonomicos
Dates From 01/01/2020 to 31/12/2023

Ciencia e Enxeñería de datos para a avaliación, predición poboacional e personalizada da evolución da enfermidade COVID-19 (Ref. COV20/00604)

Funding entity Axencia Galega de Innovación
Main researches Ricardo Cao Abad; Manuel Francisco González Penedo
Type Proyecto Programas Autonomicos
Dates From 01/11/2020 to 31/12/2022

Axudas para acreditación, estructuración e mellora de Centros de Investigación Singulares do Sistema Universitario de Galicia

Funding entity CONSELLERIA DE EDUCACIÓN, UNIVERSIDADE E FORMACIÓN PROFESIONAL
Main researches M.G. Penedo
Type Proyecto Programas Autonomicos
Dates From 01/12/2019 to 30/11/2022

INFERENCIA ESTADISTICA FLEXIBLE PARA DATOS COMPLEJOS DE GRAN VOLUMEN Y DE ALTA DIMENSION

Funding entity Secretaría de Estado de Investigación, Desarrollo e Innovación (Ministerio de Economía, Industria y Competitividad-MEIC)
Main researches Ricardo Cao Abad/Juan Manuel Vilar Fernández
Type Proyecto Programas Nacionales
Dates From 01/01/2018 to 30/09/2021

Axudas para a consolidación e estruturación de unidades de investigación competitivas-GRC

Funding entity Consellería de Cultura, Educación e Ordenación Universitaria
Main researches Ricardo Cao Abad
Type Proyecto Programas Autonomicos
Dates From 01/01/2017 to 31/12/2019

Axudas para a consolidación e estruturación de unidades de investigación competitivas-REDES. Red de Tecnologías Cloud y Big Data para HPC (II)

Funding entity Consellería de Cultura, Educación e Ordenación Universitaria
Main researches JUAN TOURIÑO DOMÍNGUEZ
Type Proyecto Programas Autonomicos
Dates From 01/01/2017 to 31/12/2018

Rede Tecnolóxica de Matemática Industrial TMATI (R2016/051)

Funding entity Consellería de Cultura, Educación e Ordenación Universitaria
Main researches Alfredo Bermúdez de Castro López-Varela
Type Proyecto Programas Autonomicos
Dates From 01/01/2017 to 30/11/2018

Scientific Research Community of the Research Foundation Flanders (FWO): Asymptotic Theory for Multidimensional Statistics

Funding entity Fonds Wetenschappelijk Onderzoek - Vlaanderen
Main researches Gerda Claeskens
Type Proyecto Internacional
Dates From 01/01/2017 to 31/12/2021

Axudas para a acreditación, estruturación e mellora de centros de investigación singulares e agrupacións estratéxicas consolidadas do Sistema universitario de Galicia, cofinanciadas polo Fondo Europeo de Desenvolvemento Rexional (Feder), no marco do programa operativo Feder Galicia 2014-2020

Funding entity Consellería de Cultura, Educación e Ordenación Universitaria
Main researches Manuel F. González Penedo
Type Proyecto Programas Autonomicos
Dates From 01/01/2016 to 30/11/2019

Consultoría Estadística (Parte 2)

Funding entity INDITEX, S.A.
Main researches Juan Manuel Vilar Fernández
Type Contrato
Dates From 06/02/2016 to 06/06/2016

Inferencia estadística compleja y de alta dimensión: en genómica, neurociencia, oncologia, materiales complejos, malherboligía, medio ambiente, energía y aplicaciones industriales

Funding entity Ministerio de Economía y Competitividad (MINECO)
Main researches Ricardo Cao Abad y Juan Manuel Vilar Fernández
Type Proyecto Programas Nacionales
Dates From 01/01/2015 to 31/12/2018

Consultoría Estadística

Funding entity INDITEX, S.A.
Main researches Juan Manuel Vilar Fernández
Type Contrato
Dates From 06/10/2015 to 06/02/2016

Red de Tecnologías Cloud y Big Data para HPC

Funding entity Xunta de Galicia
Main researches Juan Touriño Domínguez
Type Proyecto Programas Autonomicos
Dates From 01/01/2014 to 31/12/2015

MODELIZACIÓN ESTADÍSTICA DEL CONSUMO DE COMBUSTIBLE DE LA UNIDAD DE VACÍO 2

Funding entity Sociedad Repsol Petróleo, S.A. - AULA REPSOL
Main researches Juan M. Vilar Fernández
Type Contrato
Dates From 23/06/2014 to 30/07/2014

Rede Tecnolóxica de Matemática Industrial

Funding entity Dirección General de I+D de la Xunta de Galicia
Main researches Alfredo Bermúdez de Castro López-Varela
Type Proyecto Programas Autonomicos
Dates From 01/01/2014 to 31/12/2015

Rede Temática de Matemática - Industria

Funding entity Ministerio de Economía y Competitividad (MINECO)
Main researches Peregrina Quintela Estévez
Type Proyecto Programas Nacionales
Dates From 01/12/2014 to 30/11/2016

MODELIZACIÓN ESTADÍSTICA DEL RIESGO DE TOXICIDAD EN TINTES DE USO INDUSTRIAL

Funding entity INDITEX, S.A.
Main researches Juan Manuel Vilar Fernández
Type Contrato
Dates From 19/03/2013 to 19/09/2014

INFERENCIA ESTADÍSTICA PARA DATOS COMPLEJOS Y DE ALTA DIMENSIÓN: APLICACIONES EN ANÁLISIS TÉRMICO, FIABILIDAD NAVAL, GENÓMICA, MALHERBOLOGÍA, NEUROCIENCIA Y ONCOLOGÍA

Funding entity Ministerio de Economía y Competitividad
Main researches Ricardo Cao Abad
Type Proyecto Programas Nacionales
Dates From 01/01/2012 to 31/12/2015

AXUDAS DO PROGRAMA DE CONSOLIDACIÓN E ESTRUTURACIÓN DE UNIDADES DE INVESTIGACIÓN COMPETITIVA. MODALIDADE GRUPOS DE REFERENCIA COMPETITIVA

Funding entity Consellería de Cultura, Educación e Ordenación Universitaria - Xunta de Galicia
Main researches Juan M. Vilar Fernández
Type Proyecto Programas Autonomicos
Dates From 01/01/2012 to 30/11/2015

Ayudas para la consolidación y estructuración de unidades de investigación competitiva. Modalidad de agrupaciones estratégicas (CITIC)

Funding entity Xunta de Galicia
Main researches Ricardo Cao Abad
Type Proyecto Programas Autonomicos
Dates From 01/01/2012 to 31/12/2013

Red Tecnológica de Matemática Industrial. Ayudas para la consolidación y estructuración de unidades de investigación competitiva. Modalidad de redes

Funding entity Xunta de Galicia
Main researches Peregrina Quintela Estévez
Type Proyecto Programas Autonomicos
Dates From 01/01/2012 to 31/12/2013

Inferencia estadística no paramétrica: aplicaciones en análisis térmico, riesgo de crédito, malherbología y genómica

Funding entity Ministerio de Ciencia e Innovación
Main researches Ricardo Cao Abad
Type Proyecto Programas Nacionales
Dates From 01/01/2009 to 31/12/2012

Inferencia non paramétrica en modelos de regresión escalares e funcionais baixo dependencia espacial e/ou temporal. Aplicacións.

Funding entity Dirección Xeral de Investigación, Desenvolvemento e Innovación
Main researches Germán Aneiros Pérez
Type Proyecto Programas Autonomicos
Dates From 07/11/2007 to 07/11/2010

AXUDAS DO PROGRAMA DE CONSOLIDACIÓN E ESTRUTURACIÓN DE UNIDADES DE INVESTIGACIÓN COMPETITIVA. MODALIDADE GRUPOS DE REFERENCIA COMPETITIVA

Funding entity Consellería de Educación e Ordenación Universitaria
Main researches Ricardo Cao Abad
Type Proyecto Otros Programas
Dates From 31/08/2007 to 15/11/2010

Modelización, constrastes e inferencia no paramétrica: análisis de supervivencia, datos independientes y aplicaciones.

Funding entity MINISTERIO DE EDUCACIÓN Y CIENCIA
Main researches Ricardo Cao Abad
Type Proyecto Programas Nacionales
Dates From 15/10/2005 to 14/10/2008

Estimación no paramétrica de curvas bajo dependencia, censura o truncamiento. Aplicaciones termogravimétricas, biosanitarias y en sismología (ENPCDCT)

Funding entity Ministerio de Ciencia y Tecnología
Type Proyecto Otros Programas
Dates From 16/09/2002 to 16/09/2005

Ayuda para adquisición de infraestructura: Sistema de radar portable de baja frecuencia (geo-radar)

Funding entity Secretaría Xeral de Investigación e Desenvolvemento, Xunta de Galicia
Main researches Alejandro Quintela del Río
Type Proyecto Programas Autonomicos
Dates From 25/06/2002 to 31/12/2002

Métodos de Estimación No Paramétrica enfocados al estudio de los movimientos sísmicos

Funding entity Secretaria Xeral de Investigación e Desenvolvemento Tecnolóxico
Type Proyecto Otros Programas
Dates From 20/07/2001 to 20/07/2004

Inferencia estadística no paramétrica en curvas: Aspectos computacionales y metodológicos. INCENTIVO PB98-0182-C02-01

Funding entity Secretaria Xeral de Investigación e Desenvolvemento Tecnolóxico
Type Proyecto Otros Programas
Dates From 25/08/2000 to 25/08/2003

Inferencia estadística no paramétrica en curvas: Aspectos computacionales y metodológicos

Funding entity Comisión Interministerial de Ciencia y Tecnología (CICYT)
Type Proyecto Otros Programas
Dates From 30/12/1999 to 30/12/1999

Estimación de curvas notables asociadas a series temporales. Aplicaciones a datos sismológicos de Galicia

Funding entity Dirección Xeral de Universidades
Type Proyecto Otros Programas
Dates From 15/08/1998 to 15/08/2001

Variable selection in functional regression models: a review

Authors G. Aneiros, Silvia Novo, P. Vieu
Journal JOURNAL OF MULTIVARIATE ANALYSIS Vol. 188 (pages 104871 to 104871)

On functional data analysis and related topics

Authors G. Aneiros, Ivana Horová, Marie Husková, Philippe Vieu  
Journal JOURNAL OF MULTIVARIATE ANALYSIS Vol. 189

Editorial for the Special Issue on Functional Data Analysis and Related Fields

Authors G. Aneiros, Ivana Horová, Marie Husková, Philippe Vieu
Journal JOURNAL OF MULTIVARIATE ANALYSIS Vol. 189

Sparse semiparametric regression when predictors are mixture of functional and high-dimensional variables

Authors S. Novo, G. Aneiros, P. Vieu
Journal TEST Vol. 30 (pages 481 to 504)

A kNN procedure in semiparametric functional data analysis

Authors S. Novo, G. Aneiros, P. Vieu
Journal STATISTICS & PROBABILITY LETTERS Vol. 171 (pages 109028 to 109028)

Fast and efficient algorithms for sparse semiparametric bi-functional regression

Authors Silvia Novo, Philippe Vieu, G. Aneiros
Journal AUSTRALIAN & NEW ZEALAND JOURNAL OF STATISTICS Vol. 63 Num. 4 (pages 606 to 638)
DOI https://doi.org/10.1111/anzs.12355

Editorial for the Special Issue on Functional Data Analysis and Related Topics

Authors G. Aneiros, R. Cao, Ricardo Fraiman, Philippe Vieu
Journal JOURNAL OF MULTIVARIATE ANALYSIS Vol. 170 (pages 1 to 2)
DOI https://doi.org/10.1016/j.jmva.2018.10.005

Recent advances in functional data analysis and high-dimensional statistics

Authors G. Aneiros, R. Cao, Ricardo Fraiman, Christian Genest, Philippe Vieu
Journal JOURNAL OF MULTIVARIATE ANALYSIS Vol. 170 (pages 3 to 9)

Automatic and location-adaptive estimation in functional single-index regression

Authors Silvia Novo, G. Aneiros, Philippe Vieu
Journal JOURNAL OF NONPARAMETRIC STATISTICS Vol. 31 Num. 2 (pages 364 to 392)

Editorial on the Special Issue on Functional Data Analysis and Related Topics

Authors G. Aneiros, R. Cao, P. Vieu
Journal COMPUTATIONAL STATISTICS Vol. 34 (pages 447 to 450)
DOI https://doi.org/10.1007%2fs00180-019-00892-0

Bootstrap in semi-functional partial linear regression under dependence

Authors G. Aneiros, Paula Raña, Philippe Vieu, Juan M. Vilar
Journal TEST Vol. 27 Num. 3 (pages 659 to 679)
DOI https://doi.org/10.1007/s11749-017-0566-y

Prediction intervals for electricity demand and price using functional data

Authors J.M. Vilar, G. Aneiros, Paula Raña
Journal INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS Vol. 96 (pages 457 to 472)

On the use of functional additive models for electricity demand and price prediction

Authors Paula Raña, Juan Manuel Vilar Fernández, G. Aneiros
Journal IEEE Access Vol. 6 Num. 1 (pages 9603 to 9613)
DOI https://doi.org/10.1109/access.2018.2805819

Comments on: Probability enhanced effective dimension reduction for classifying sparse functional data

Authors G. Aneiros, Philippe Vieu
Journal TEST Vol. 25 (pages 27 to 32)

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

Authors G. Aneiros, Juan M. Vilar, Paula Raña
Journal INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS Vol. 80 (pages 96 to 108)
DOI https://doi.org/10.1016/j.ijepes.2016.01.034

Modèle non-paramétrique parcimonieux pour la détection des points d'impact d'une variable fonctionnelle

Authors G. Aneiros, Philippe Vieu
Journal COMPTES RENDUS MATHEMATIQUE Vol. 354 Num. 5 (pages 538 to 542)

Sparse Nonparametric Model for Regression with Functional Covariate

Authors G. Aneiros, Philippe Vieu
Journal JOURNAL OF NONPARAMETRIC STATISTICS Vol. 28 (pages 839 to 859)

Using robust FPCA to identify outliers in functional time series, with applications to the electricity market

Authors Juan M. Vilar, Paula Raña, G. Aneiros
Journal STATISTICS AND OPERATIONS RESEARCH TRANSACTIONS Vol. 40 (pages 321 to 348)

Bootstrap confidence intervals in functional nonparametric regression under dependence

Authors Paula Raña, G. Aneiros, Juan Manuel Vilar Fernández, Philippe Vieu
Journal ELECTRONIC JOURNAL OF STATISTICS Vol. 10 Num. 2 (pages 1973 to 1999)

Variable selection in partial linear regression with functional covariate (DOI:10.1080/02331888.2014.998675)

Authors G. Aneiros, Frederic Ferraty, Philippe Vieu
Journal STATISTICS Vol. 49 Num. 6 (pages 1322 to 1347)
DOI https://doi.org/10.1080/02331888.2014.998675

Partial linear modelling with multi-functional covariates (DOI:10.1007/s00180-015-0568-8)

Authors G. Aneiros, Philippe Vieu
Journal COMPUTATIONAL STATISTICS Vol. 30 Num. 3 (pages 647 to 671)
DOI https://doi.org/10.1007/s00180-015-0568-8

Error variance estimation in semi-functional partially linear regression models

Authors G. Aneiros, Nengxiang Ling, Philippe Vieu
Journal JOURNAL OF NONPARAMETRIC STATISTICS Vol. 27 (pages 316 to 330)
DOI https://doi.org/10.1080/10485252.2015.1042376

Detection of outliers in functional time series

Authors Paula Raña, G. Aneiros, J.M. Vilar
Journal ENVIRONMETRICS Vol. 26 Num. 3 (pages 178 to 191)

Analysis and standardization of landings per unit effort of red shrimp Aristeus antennatus from the trawl fleet of Barcelona (NW Mediterranean)

Authors Valeria Mamouridis, Francesc Maynou, G. Aneiros
Journal SCIENTIA MARINA Vol. 78 (pages 7 to 16)

Variable selection in infinite-dimensional problems

Authors G. Aneiros, Philippe Vieu
Journal STATISTICS & PROBABILITY LETTERS Vol. 94 (pages 12 to 20)

Functional Prediction for the Residual Demand in Electricity Spot Markets

Authors G. Aneiros, Juan Manuel Vilar Fernández, R. Cao, Munoz San Roque, Antonio
Journal IEEE TRANSACTIONS ON POWER SYSTEMS Vol. 28 Num. 4 (pages 4201 to 4208)
DOI https://doi.org/10.1109/tpwrs.2013.2258690

Testing linearity in semi-parametric functional data analysis

Authors G. Aneiros, Philippe Vieu
Journal COMPUTATIONAL STATISTICS Vol. 28 (pages 413 to 434)

Forecasting next-day electricity demand and price using nonparametric functional methods

Authors J.M. Vilar, G. Aneiros, Ricardo Cao
Journal INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS Vol. 39 Num. 1 (pages 48 to 55)
DOI https://doi.org/10.1016/j.ijepes.2012.01.004

Comments on: Some recent theory for autoregressive count time series

Authors G. Aneiros
Journal TEST Vol. 21 (pages 439 to 441)

Functional Methods for Time Series Prediction: A Nonparametric Approach

Authors G. Aneiros, R. Cao, Juan Manuel Vilar Fernández
Journal JOURNAL OF FORECASTING Vol. 30 Num. 4 (pages 377 to 392)

Automatic estimation procedure in partial linear model with functional data

Authors G. Aneiros, Philippe Vieu
Journal STATISTICAL PAPERS Vol. 52 Num. 4 (pages 751 to 771)

Semiparametric regression with a farima-garch error process: theory and application

Authors G. Aneiros, Wenceslao González Manteiga, Juan C. Reboredo
Journal ADVANCES AND APPLICATIONS IN STATISTICAL SCIENCES Vol. 3 Num. 1 (pages 83 to 112)

Prewhitening-based estimation in partial linear regression models: a comparative study

Authors G. Aneiros, Juan Manuel Vilar Fernández
Journal REVSTAT-STATISTICAL JOURNAL Vol. 7 Num. 1 (pages 37 to 54)

Local polynomial estimation in partial linear regression models under dependence

Authors G. Aneiros, Juan Manuel Vilar Fernández
Journal COMPUTATIONAL STATISTICS & DATA ANALYSIS Vol. 52 (pages 2757 to 2777)

Nonparametric time series prediction: A semi-funcional partial linear modeling

Authors G. Aneiros, Philippe Vieu
Journal JOURNAL OF MULTIVARIATE ANALYSIS Vol. 99 (pages 834 to 857)

Semi-parametric analysis of covariance under dependence conditions within each group

Authors G. Aneiros
Journal AUSTRALIAN AND NEW ZEALAND JOURNAL OF STATISTICS Vol. 50 Num. 2 (pages 97 to 123)

Semi-functional partial linear regression.

Authors G. Aneiros, P. Vieu
Journal STATISTICS & PROBABILITY LETTERS Vol. 76 (pages 1102 to 1110)

Estimation and testing in a partial linear regression model under long-memory dependence.

Authors G. Aneiros, Wenceslao González Manteiga, Philippe Vieu
Journal BERNOULLI Vol. 10 Num. 1 (pages 49 to 78)

Maximum ozone concentration forecasting by functional non-parametric approaches.

Authors G. Aneiros, Hervé Cardot, Estévez-Pérez G, Philippe Vieu
Journal ENVIRONMETRICS Vol. 15 (pages 675 to 685)

Plug-in bandwidth choice for estimation of nonparametric part in partial linear regression models with strong mixing errors.

Authors G. Aneiros
Journal STATISTICAL PAPERS Vol. 45 Num. 2 (pages 191 to 210)

Testing in partial linear regression models with dependent errors

Authors G. Aneiros, Wenceslao González Manteiga
Journal JOURNAL OF NONPARAMETRIC STATISTICS Vol. 15 Num. 12 (pages 93 to 111)

Plug-in bandwidth choice in partial linear models with autoregressive errors

Authors G. Aneiros, Alejandro Quintela del Río
Journal JOURNAL OF STATISTICAL PLANNING AND INFERENCE Vol. 100 Num. 1 (pages 23 to 48)

On bandwidth selection in partial linear regression models under dependence

Authors G. Aneiros
Journal STATISTICS & PROBABILITY LETTERS Vol. 57 Num. 4 (pages 393 to 401)

Estimation and testing in partly linear regression models under long-memory dependence

Authors G. Aneiros, Wenceslao González Manteiga, Philippe Vieu
Journal REPORTS IN STATISTICS AND OPERATIONS RESEARCH. Vol. 2 Num. 2 (pages 1 to 31)

Modified cross-validation in semiparametric regression models with dependent errors.

Authors G. Aneiros, Alejandro Quintela del Río
Journal COMMUNICATIONS IN STATISTICS. THEORY AND METHODS Vol. 30 Num. 2 (pages 289 to 307)

Asymptotic properties in partial linear models under dependence.

Authors G. Aneiros, Alejandro Quintela del Río
Journal TEST Vol. 10 Num. 2 (pages 333 to 355)

Selección de la ventana en suavización tipo núcleo de la parte no paramétrica de un modelo parcialmente lineal con errores autorregresivos

Authors G. Aneiros
Journal QUESTIIÓ Vol. 24 Num. 2 (pages 267 to 291)

Special Issue on Functional and High-Dimensional Statistics and Related Fields (Revista: Journal of Multivariate Analysis)

Editors G. Aneiros
Publishing ELSEVIER, ()
ISBN 0047-259X

Functional and High-Dimensional Statistics and Related Fields

Editors G. Aneiros, Ivana Horová, Marie Husková, P. Vieu
Publishing Springer, (Suiza)
ISBN 978-3-030-47756-1

Special Issue on Functional Data Analysis and Related Topics (Revista: Computational Statistics)

Editors G. Aneiros, R. Cao, P. Vieu
Publishing SPRINGER, ()
ISBN 0943-4062

Special Issue on Functional Data Analysis and Related Topics (Revista: Journal of Multivariate Analysis)

Editors G. Aneiros, R. Cao, R. Fraiman, P. Vieu
Publishing ELSEVIER, ()
ISBN 0047-259X

Functional Statistics and Related Fields

Editors G. Aneiros, Enea Bongiorno, R. Cao, Philippe Vieu
Publishing Springer, Cham, ()
ISBN 978-3-319-55846-2

Functional Statistics and Related Fields

Editors G. Aneiros, Enea Bongiorno, R. Cao, Philippe Vieu  
Publishing Springer, Cham, ()
ISBN 978-3-319-55845-5

Estimación de modelos parcialmente lineales con errores dependientes

Authors G. Aneiros
Publishing Nino. Centro de impresión digital, (España)
ISBN 84-699-4703-6

An introduction to the 4th edition of the International Workshop on Functional and Operatorial Statistics

Authors G. Aneiros. Enea Bongiorno. R. Cao. P. Vieu
Book Functional Statistics and Related Fields
Publishing: Springer, Cham.
ISBN: 978-3-319-55846-2
Pages From 1 to 5

A general sparse modeling approach for regression problems involving functional data

Authors G. Aneiros. P. Vieu
Book Functional Statistics and Related Fields
Publishing: Springer, Cham.
ISBN: 978-3-319-55846-2
Pages From 33 to 44

Confidence and prediction intervals in semi-functional partial linear regression

Authors Paula Raña. G. Aneiros. P. Vieu. J.M. Vilar
Book Functional Statistics and Related Fields
Publishing: Springer, Cham.
ISBN: 978-3-319-55846-2
Pages From 217 to 224

An introduction to the (postponed) 5th edition of the International Workshop on Functional and Operatorial Statistics

Authors G. Aneiros. Ivana Horová. Marie Husková. Philippe Vieu
Book Functional Statistics and Related Fields
Publishing: Springer, Cham.
ISBN: 978-3-319-55845-5
Pages From 1 to 4

Variable selection in semiparametric bi-functional models

Authors Silvia Novo. G. Aneiros. Philippe Vieu
Book Functional Statistics and Related Fields
Publishing: Springer, Cham.
ISBN: 978-3-319-55845-5
Pages From 197 to 204

On variance estimation in semiparametric regression with functional data

Authors G. Aneiros. Nengxiang Ling. Philippe Vieu
Book Contributions in infinite-dimensional statistics and related topics
Publishing: Societa Editrice Esculapio.
ISBN: 978-88-7488-763-7
Pages From 31 to 35

Selecting covariates coming from a continuous variable

Authors G. Aneiros. Philippe Vieu
Book Contributions in infinite-dimensional statistics and related topics
Publishing: Societa Editrice Esculapio.
ISBN: 978-88-7488-763-7
Pages From 37 to 42

Functional prediction in the Spanish electricity market

Authors Paula Raña. Juan Vilar. G. Aneiros
Book Contributions in infinite-dimensional statistics and related topics
Publishing: Societa Editrice Esculapio.
ISBN: 978-88-7488-763-7
Pages From 227 to 232

Functional prediction for the residual demand in electricity spot markets

Authors G. Aneiros. Ricardo Cao. Juan Vilar. Antonio Muñoz San Roque
Book Recent Advances in Functional Data Analysis and Related Topics
Publishing: Springer.
ISBN: 978-3-7908-2736-1
Pages From 9 to 15

Variable selection in semi-functional regression models

Authors G. Aneiros. Frederic Ferraty. Philippe Vieu
Book Recent Advances in Functional Data Analysis and Related Topics
Publishing: Spriger.
ISBN: 978-3-7908-2736-1
Pages From 17 to 22

Methodological contributions in semiparametric regression models for functional data

Autor Silvia Novo Díaz
Director/s Germán Aneiros Pérez; Philippe Vieu
Scope Facultad de Informática
Qualification Sobresaliente Cum Laude

Pointwise forecast, confidence and prediction intervals in electricity demand and price

Autor Paula Raña Míguez
Director/s Juan Manuel Vilar Fernández; Germán Aneiros Pérez
Scope Matemáticas
Qualification Sobresaliente Cum Laude

New covariates selection method in dynamic regression models with a public implementation in R language
IX Xornada de Usuarios de R en Galicia
Autonomous

Authors A. Ezquerro, G. Aneiros, Oviedo-de la Fuente, M.
Place Santiago de Compostela (España)

Automatic covariates selection in dynamic regression models with application to COVID-19 evolution
5th XoveTIC Conference
International

Authors A. Ezquerro, G. Aneiros, Oviedo-de la Fuente, M.
Organization Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC)
Place Coruña, A (España)

Impact point selection in semiparametric bifunctional models
17th Conference of the International Federation of Classification Societies (IFCS 2022)
International

Authors S. Novo, G. Aneiros, P. Vieu
Place Porto (Portugal)

Variable selection in semiparametric bi-functional models
5th International Workshop on Functional and Operational Statistics (IWFOS 2021)
International

Authors Silvia Novo, G. Aneiros, Philippe Vieu
Place Brno (República Checa)

Fast algorithm for impact points selection in semiparametric functional models
XoveTIC 2019
International

Authors Silvia Novo Díaz, G. Aneiros, P. Vieu
Organization Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC)
Place Coruña, A (España)

Variable selection in bi-functional semiparametric regression
IV Machine Learning Workshop Galicia
National

Authors Silvia Novo Díaz, G. Aneiros, P. Vieu
Organization Universidade da Coruña (UDC)
Place Coruña, A (España)

Sparse semiparametric regression for functional data
XIV Congreso Galego de Estatística e Investigación de Operacións, SGAPEIO 2019
Autonomous

Authors Silvia Novo, G. Aneiros, P. Vieu
Organization SOCIEDADE GALEGA PARA A PROMOCION DA ESTATISTICA E DA INVESTIGACION OPERATIVA
Place Vigo (España)

Impact point selection in semiparametric multi-functional regression
12th International Conference of the ERCIM WG on Computational and Methodological Statistics and 13th International Conference on Computational and Financial Econometrics, CFE-CMStatistics 2019.
International

Authors Silvia Novo, G. Aneiros, Philippe Vieu
Organization ERCIM
Place Londres (Reino Unido)

Data-driven kNN estimation in functional single-index regression.
4th Conference of the International Society for Nonparametric Statistics - ISNPS2018
International

Authors Silvia Novo Díaz, G. Aneiros, Philippe Vieu
Organization INTERNATIONAL SOCIETY FOR NONPARAMETRIC STATISTICS
Place Salerno (Italia)

Automatic and location-adaptative estimation in functional single-indez regression
Three-day ATMS Workshop
International

Authors Silvia Novo, G. Aneiros, P. Vieu
Place Lovaina (Bélgica)

Sparse Semi-Functional Partial Linear Single-Index Regression
XoveTIC 2018
Autonomous

Authors Silvia Novo, G. Aneiros, P. Vieu
Organization Universidade da Coruña (UDC)
Place Coruña, A (España)

Confidence and prediction intervals in semi-functional partial linear regression
Fourth International Workshop on Functional and Operatorial Statistics (IWFOS 2017)
International

Authors Paula Raña, G. Aneiros, Philippe Vieu, Juan M. Vilar
Organization Universidade da Coruña (UDC)
Place Coruña, A (España)

A general sparse modeling approach for regression problems involving functional data.
Fourth International Workshop on Functional and Operatorial Statistics (IWFOS 2017)
International

Authors G. Aneiros, P. Vieu
Organization Universidade da Coruña (UDC)
Place Coruña, A (España)

On the use of functional additive models for electricity demand and price prediction
1st Spanish Young Statisticians and Operational Researchers Meeting - SYSORM
National

Authors Paula Raña, J.M. Vilar, G. Aneiros
Place Granada (España)

Bootstrap confidence intervals in functional regression under dependence
Galician Seminar of Nonparametric Statistical Inference (GSNSI)
Autonomous

Authors J.M. Vilar, Paula Raña, G. Aneiros, P. Vieu
Organization Universidade de Santiago de Compostela (USC)
Place Santiago de Compostela (España)

Bootstrap confidence intervals in functional nonparametric regression under dependence
THIRD CONFERENCE OF THE INTERNATIONAL SOCIETY FOR NONPARAMETRIC STATISTICS (III ISNPS)
International

Authors Paula Raña, G. Aneiros, Juan Vilar, Philippe Vieu
Place Avignon (Francia)

Bootstrap confidence intervals in semi-functional partial linear regression under dependence
COMPSTAT 2016 (22nd International Conference on Computational Statistics)
International

Authors Paula Raña, G. Aneiros, J.M. Vilar-Fernández, P. Vieu
Organization UNIVERSIDAD DE OVIEDO
Place Oviedo (España)

Intervalos de predicción en modelos de regresión con datos funcionales. Aplicación al mercado eléctrico..
XXXVI Congreso Nacional de Estadística e Investigación Operativa. X Jornadas de Estadística Pública (SEIO 2016)
National

Authors J.M. Vilar-Fernández, Paula Raña, G. Aneiros
Place Toledo (España)

Bootstrap confidence intervals in functional regression
XXXVI Congreso Nacional de Estadística e Investigación Operativa. X Jornadas de Estadística Pública (SEIO 2016)
National

Authors Paula Raña, G. Aneiros, J.M. Vilar-Fernández, P. Vieu
Place Toledo (España)

Selección no paramétrica de puntos de impacto en regresión funcional
XXXVI Congreso Nacional de Estadística e Investigación Operativa. X Jornadas de Estadística Pública (SEIO 2016)
National

Authors G. Aneiros, P. Vieu
Place Toledo (España)

Predicción puntual e intervalos de predicción en demanda y precio de la electricidad.
Machine Learning Workshop Galicia 2016
Autonomous

Authors Paula Raña, Juan Vilar, G. Aneiros
Organization FUNDACIÓN CENTRO TECNOLÓGICO DE SUPERCOMPUTACIÓN DE GALICIA (FUNDACIÓN CESGA)
Place Santiago de Compostela (España)

Functional prediction with applications to the electricity market
XII Congreso Galego de Estatística e Investigación Operativa (SGAPEIO)
National

Authors Paula Raña, Juan M. Vilar, G. Aneiros
Organization Sociedade Galega Para a Promoción da Estatística e Investigación Operativa (SGAPEIO)
Place Lugo (España)

Outlier detection in functional time series with applications to the electricity market
XXXV Congreso Nacional de Estadística e Investigación Operativa (SEIO2015)
National

Authors Paula Raña, Juan M. Vilar, G. Aneiros
Place Pamplona/Iruña (España)

Predicción funcional en el mercado eléctrico español
XXXV Congreso Nacional de Estadística e Investigación Operativa (SEIO2015)
National

Authors Juan M. Vilar, Paula Raña, G. Aneiros
Place Pamplona/Iruña (España)

Outlier detection in functional time series: an application to mortality rates
35th Annual Conference International Society for Clinical Biostatistics (ISCB35)
International

Authors Juan Vilar, G. Aneiros, Paula Raña
Organization Internationa Society for Clinical Biostatistics (ISCB)
Place Viena (Austria)

Functional prediction in the Spanish electricity market
Third International Workshop on Functional and Operational Statistics (IWFOS 2014)
International

Authors Paula Raña, Juan Vilar, G. Aneiros
Organization Università degli Studi del Piemonte Orientale
Place Stresa (Italia)

Functional modelling and forecasting of electricity load
II ISNPS (International Society of NonParametric Statistics)
International

Authors Paula Raña, G. Aneiros, Juan Vilar
Organization International Society of NonParametric Statistics
Place Chiclana de la Frontera (España)

On variance estimation in semiparametric regression with functional data
Third International Workshop on Functional and Operational Statistics (IWFOS 2014)
International

Authors G. Aneiros, Nengxiang Ling, Philippe Vieu
Organization Università degli Studi del Piemonte Orientale
Place Stresa (Italia)

Selecting covariates coming from a continuous variable
Third International Workshop on Functional and Operational Statistics (IWFOS 2014)
International

Authors G. Aneiros, Philippe Vieu
Organization Università degli Studi del Piemonte Orientale
Place Stresa (Italia)

Detección de atípicos en datos funcionales dependientes
XI Congreso Galego de Estatística e Investigación de Operacións
Autonomous

Authors Paula Raña, Juan Vilar, G. Aneiros
Organization SOCIEDADE GALEGA PARA A PROMOCION DA ESTATISTICA E DA INVESTIGACION OPERATIVA
Place Coruña, A (España)

Métodos para detectar atípicos funcionales bajo dependencia
XXXIV Congreso Nacional de Estadística e I.O. y VIII Jornadas de Estadística Pública (SEIO 2013)
National

Authors Paula Raña, Juan Vilar, G. Aneiros
Organization SEIO - Sociedad de Estadística e Investigación Operativa
Place Castellón de la Plana/Castelló de la Plana (España)

Outlier detection in functional data applied to electricity demand and price
2nd Workshop On Industry & Practices for Forecasting (WIPFOR'13)
International

Authors Paula Raña, Juan Vilar, G. Aneiros
Organization EDF Research & Development
Place París (Francia)

Outlier detection in functional data under dependence
Functional and Complex Structure Data Analysis 14th Course in the ECAS Programme (ECAS 2013)
International

Authors Paula Raña, Juan Manuel Vilar Fernández, G. Aneiros
Organization European Courses in Advanced Statistics (ECAS)
Place Castro-Urdiales (España)

Functional prediction for the residual demand in electricity spot markets
I ISNPS (1st Conference of the International Society for NonParametric Statistics)
International

Authors G. Aneiros, Ricardo Cao, Juan Vilar, Antonio Muñoz San Roque
Organization ISNPS - International Society for NonParametric Statistics
Place Chalkidiki (Grecia)

Functional prediction for the residual demand in electricity spot markets
Second International Workshop on Functional and Operational Statistics (IWFOS 2011)
International

Authors G. Aneiros, Ricardo Cao, Juan Vilar, Antonio Muñoz San Roque
Organization UNIVERSIDAD DE CANTABRIA
Place Santander (España)

Variable selection in semi-functional regression models
Second International Workshop on Functional and Operational Statistics (IWFOS 2011)
International

Authors G. Aneiros, Frederic Ferraty, Philippe Vieu
Organization UNIVERSIDAD DE CANTABRIA
Place Santander (España)

Variable Selection for Semi-Functional Partial Linear Regression Models
19th International Conference on Computational Statistics (COMPSTAT 2010)
International

Authors G. Aneiros, Frederic Ferraty, Philippe Vieu
Place París (Francia)

Predicción del precio y la demanda de electricidad a un día vista a través de métodos no paramétricos funcionales
XXXII Congreso Nacional de Estadística e I.O. y VI Jornadas de Estadística Pública
National

Authors G. Aneiros, Ricardo Cao, Juan Vilar
Organization SEIO - Sociedad de Estadística e Investigación Operativa
Place Coruña, A (España)

Nonparametric functional methods for electricity demand and price forecasting
19th International Conference on Computational Statistics (COMPSTAT 2010)
International

Authors Juan Vilar, G. Aneiros, Ricardo Cao
Place París (Francia)

Nonparametric Functional Methods for Electricity Demand and Price Forecasting.
Workshop on Industry and Price Forecasting (WIPFOR'10)
International

Authors G. Aneiros, Juan Vilar, Ricardo Cao
Organization EDF Research and Development Division
Place París (Francia)

Estimation in partial linear regression models using prewhitening
XXXI Congreso Nacional de Estadística e Investigación Operativa
National

Authors G. Aneiros, Juan Manuel Vilar Fernández
Organization Universidad de Murcia
Place Murcia (España)

Functional methods for time series prediction: a nonparametric approach
IASC 2008 (4TH WORLD CONFERENCE OF THE IASC AND 6TH CONFERENCIE OF THE ASIAN REGIONAL SECTRION OF THE IASC ON COMPUTATIONAL STATISTICS & DATA ANALISIS)
International

Authors R. Cao, Juan Manuel Vilar Fernández, G. Aneiros
Place Yokohama (Japón)

Prewhitening-Based Estimation in Partial Linear Regression Models
International Conference on Computational Statistics (COMPSTAT¿2008)
International

Authors G. Aneiros, Juan Manuel Vilar Fernández
Place Oporto (Portugal)

Comparison of scalar and functional methods for time series prediction: a nonparametric approach
International Worshop in Recent Advances in Time Series Analysis (RATS 2008)
International

Authors Ricardo Cao, G. Aneiros, Juan Manuel Vilar Fernández
Organization University of Cyprus
Place Protaras (Chipre)

Semi-functional time series prediction, with application to ozone concentration forecasting
XI Conferencia Española y 1er Encuentro Iberoamericano de Biometría
International

Authors G. Aneiros, P. Vieu
Place Salamanca (España)

The partial lineal regression model for functional data and application to spectrometric curves
I Congreso de Estadística e Investigaçao Operacional de Galiza e Norte de Portugal VI Congreso Galego de Estadística e Investigación de Operacións
International

Authors G. Aneiros, Philippe Vieu
Place Guimaraes (Portugal)

Semi-functional partial linear regression
International Seminar on Nonparametric Inference, ISNI 2005
International

Authors G. Aneiros, Philippe Vieu
Place Coruña, A (España)

Modelos de regresión parcialmente lineal con errores FARIMA-GARCH. Una aplicación al mercado de divisas a plazo.
XXVIII Congreso Nacional de Estadística e Investigación Operativa
National

Authors G. Aneiros, Wenceslao González Manteiga, Juan Carlos Reboredo Nogueira
Place Cádiz (España)

Some asymptotic theory for a partial regression model under long-memory dependence
Barcelona Conference on Asymptotic Statistics
International

Authors G. Aneiros, Wenceslao González Manteiga, Philippe Vieu
Place Barcelona (España)

Predicción de la concentración máxima de ozono por procedimientos funcionales no paramétricos
IX Conferencia Española de Biometría
National

Authors G. Aneiros, Estévez-Pérez G
Place Coruña, A (España)

Estimation and Testing in Partly Linear Regression Models under Long-Memory Dependence
International Conference on Current Advances and Trends in Nonparametric Statistics
International

Authors G. Aneiros, Wenceslao González Manteiga, Philippe Vieu
Place Creta (Grecia)

Maximum ozone concentration forecasting by functional nonparametric approaches
TIES 2002 Annual Conference - The International EnvironMetrics Society
International

Authors G. Aneiros, Estévez-Pérez G, Herve Cardot, Fredic Ferraty, Philippe Vieu
Place Génova (Italia)

Modelos de regresión parcialmente lineales: una aplicación a datos reales.
5 Congreso Galego de Estatística e Investigación de Operacións.
National

Authors G. Aneiros
Place Ferrol (España)

Selección del parámetro de suavizado en regresión semiparamétrica bajo dependencia: un estudio de simulación
XXV Congreso Nacional de Estadística e Investigación Operativa
National

Authors G. Aneiros, Alejandro Quintela del Río
Place Vigo (España)

Una técnica plug-in en regresión semiparamétrica con dependencia para estimar la componente no paramétrica
XXV Congreso Nacional de Estadística e Investigación Operativa
National

Authors G. Aneiros, Alejandro Quintela del Río
Place Vigo (España)

Ventana óptima para el estimador de la componente paramétrica de un modelo parcialmente lineal con errores AR(1)
XXV Congreso Nacional de Estadística e Investigación Operativa
National

Authors G. Aneiros, Alejandro Quintela del Río
Place Vigo (España)

A Plug-in Technique in Kernel Smoothing in Partial Linear Models with Dependence
International Seminar on Nonparametric Inference 2000
International

Authors G. Aneiros
Place Santiago de Compostela (España)

LS estimation in a Semiparametric Additive Regression Model with dependent errors
15th International Workshop on Statistical Modelling
International

Authors G. Aneiros
Place Bilbao (España)

Adaptación do método Cross- Validation xeralizada ó caso de dependencia
IV Congreso Galego de Estadística e Investigación de Operacións
International

Authors G. Aneiros
Place Santiago de Compostela (España)

Selección de la Ventana en Modelos Parcialmente Lineales
XXIV Congreso Nacional de Estadística e Investigación Operativa
National

Authors G. Aneiros, Alejandro Quintela del Río
Place Almería (España)

Estimación Semiparamétrica con Modelos de Series de Tiempo en los Errores
XXIV Congreso Nacional de Estadística e Investigación Operativa
National

Authors G. Aneiros, Alejandro Quintela del Río
Place Almería (España)

Aproximaciones de segundo orden en el modelo de regresión parcialmente lineal con errores dependientes
Seminario de inferencia no paramétrica de curvas
National

Authors G. Aneiros
Place Coruña, A (España)

Positions

Academic or management positions held by teacher.

Xunta da Facultade de Informática

PDI (Membros Natos)

From 15/03/2023.

Consello do Departamento Matemáticas

PDI (Membros Natos)

From 15/03/2023.

Xunta da Facultade de Informática

PDI (Membros Natos)

From 10/03/2021 to 14/03/2023.

Consello do Departamento Matemáticas

PDI (Membros Natos)

From 10/03/2021 to 14/03/2023.

Coordinadores/as Másteres Facultad de Informática

Máster Universitario en Técnicas Estadísticas (Interuniversitario)

From 01/10/2012 to 30/09/2013.

Coordinadores/as Másteres Facultad de Informática

Máster Universitario en Técnicas

From 01/10/2011 to 30/09/2012.

Coordinadores/as Másteres Facultad de Informática

Máster Universitario en Técnicas Estadísticas

From 01/10/2010 to 30/09/2011.

Coordinadores/as Másteres Facultad de Informática

Máster Universitario en Técnicas Estadísticas

From 01/10/2009 to 30/09/2010.

Comisión Académica Programa Oficial de Doctorado en Estadística e Investigación Operativa

Coordinador