| Department | Mathematics |
| Knowledgment area | Statistics and Operational Research |
| Research | Research group Modelización, Optimización e Inferencia Estadística |
| Research lines | Time Series Analysis, Clustering and Classification of Time Series, Functional Data Analysis, Nonparametric Inference, Statistical Modeling, Inference under Dependence, Resampling Techniques, Data Mining, Statistical applications in Biology, Environmental Science and Finance. |
| Keywords | Model-, dissimilarity- and forecast-based clustering of time series, Linear, non-linear and heteroscedastik processes, Supervised and unsupervised techniques of classification, Classification of dynamic categorical data, Optimal selection of the number of clusters, Smoothing techniques, Local polynomial regression, Kernel estimation, Smoothing parameter selection, Recursive estimation, Inference with irregularly observed data, Dependent data, Generalized variance, Hypothesis testing, Principal component analysis, Forecasting, Bootstrap methods. |
| Contacto | UDC directory |
| Orcid id0000-0001-5494-171X ResearcherIDB-9729-2015 Scopus7005533709 | |
This section shows the teaching given in degrees, masters and other officers studies in last 6 years.
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
| Nonparametric Methods | Compulsory | 0 | 35 |
| Regression Models | Compulsory | 0 | 80 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Master's Dissertation
Master's in Statistical Techniques
|
Compulsory | 0 | 9 |
|
Nonparametric Methods
Master's in Statistical Techniques
|
Compulsory | 0 | 35 |
|
Regression Models
Degree in Data Science and Engineering
|
Compulsory | 0 | 100 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Advanced Techniques for Data Analysis
Master in Economics
|
Optional | 0 | 10.5 |
|
Applied Statistics
Master degree in Terrestrial Biodiversity: Characterisation, conservation and management
|
Optional | 0 | 11 |
|
Master's Dissertation
Master's in Statistical Techniques
|
Compulsory | 0 | 5 |
|
Nonparametric Methods
Master's in Statistical Techniques
|
Compulsory | 0 | 35 |
|
Regression Models
Degree in Data Science and Engineering
|
Compulsory | 0 | 120 |
|
Statistics
Degree in Computer Engineering
|
Core | 0 | 14 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Advanced Techniques for Data Analysis
Master in Economics
|
Optional | 0 | 10.5 |
|
Applied Statistics
Master degree in Terrestrial Biodiversity: Characterisation, conservation and management
|
Optional | 0 | 11 |
|
Master's Dissertation
Master's in Statistical Techniques
|
Compulsory | 0 | 5 |
|
Nonparametric Methods
Master's in Statistical Techniques
|
Compulsory | 0 | 35 |
|
Regression Models
Degree in Data Science and Engineering
|
Compulsory | 0 | 105 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Advanced Techniques for Data Analysis
Master in Economics
|
Optional | 0 | 10.5 |
|
Applied Statistics
Master degree in Terrestrial Biodiversity: Characterisation, conservation and management
|
Optional | 0 | 11 |
|
Master's Dissertation
Master's in Statistical Techniques
|
Compulsory | 0 | 8 |
|
Nonparametric Methods
Master's in Statistical Techniques
|
Compulsory | 0 | 35 |
|
Regression Models
Degree in Data Science and Engineering
|
Compulsory | 0 | 100 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Advanced Techniques for Data Analysis
Master in Economics
|
Optional | 0 | 10.5 |
|
Applied Statistics
Master degree in Terrestrial Biodiversity: Characterisation, conservation and management
|
Optional | 0 | 11 |
|
Data Analysis in Biology
Degree in Biology
|
Optional | 0 | 31 |
|
Nonparametric Methods
Master's in Statistical Techniques
|
Compulsory | 0 | 35 |
Defined tutoring by teacher for 2024/2025 academic course.
| Quarter | Day | Site |
|---|---|---|
| 1st quarter |
Tuesday
11:30 a 13:30 |
Teams / Despacho 206 FIC |
| 1st quarter |
Wednesday
12:00 a 14:00 |
Teams / Despacho 206 FIC |
| 1st quarter |
Friday
09:00 a 11:00 |
Teams / Despacho 206 FIC |
Directed or codirected by current teacher since 2013 year.
| Analysis, design and development of an automatic generator to estimate survival curves in patients with inherited cardiovascular diseases |
Select merit type and year to query research merits.
Axuda para a consolidación e estruturación de unidades de investigación competitivas. GRC 2024
| Funding entity | Consellería de Educación, Ciencia, Universidades e Formación Profesional |
| Main researches | Mario Francisco Fernández |
| Type | Proyecto Programas Autonomicos |
| Dates | From 01/01/2024 to 20/11/2027 |
Inferencia estadística utilizando métodos flexibles para datos complejos: teoría y applicaciones
| Funding entity | Ministerio de Ciencia, Innovación y Universidades |
| Main researches | Mario Francisco Fernández (IP1) / Ricardo Cao Abad (IP2) |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/09/2024 to 31/08/2027 |
Ciencia e ingeniería de datos para la mejora de la función estadística oficial (CIDMEFEO)
| Funding entity | INSTITUTO NACIONAL DE ESTADÍSTICA |
| Main researches | Ricardo Cao Abad, Manuel Francisco González Penedo |
| Type | Proyecto Programas Nacionales |
| Dates | From 13/05/2023 to 12/05/2026 |
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 |
Predicción Cooperativa
| Funding entity | CONFERENCIA DE RECTORES DE LAS UNIVERSIDADES ESPAÑOLAS (CRUE) |
| Main researches | Ricardo Cao Abad |
| Type | Proyecto Otros Programas |
| Dates | From 01/10/2020 to 30/09/2021 |
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 |
Modelización estadística
| Funding entity | SUPERVISIÓN Y CONTROL, S.A |
| Main researches | Ricardo Cao Abad |
| Type | Contrato |
| Dates | From 21/03/2017 to 21/09/2017 |
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 |
Ayudas para la consolidación y estructuración de unidades de investigación competitivas del Sistema Universitario Gallego. Red Nacional de Bioestadística (BIOSTATNET)
| Funding entity | Consellería de Cultura, Educación e Ordenación Universitaria |
| Main researches | Carmen M. Cadarso Suárez |
| Type | Proyecto Programas Autonomicos |
| Dates | From 01/01/2016 to 30/11/2018 |
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 |
Comité de tumores interdisciplinar para el seguimiento integral de pacientes oncológicos. Proyecto MEET
| Funding entity | Fondo Europeo de Desarrollo Regional (FEDER) |
| Main researches | Amparo Alonso Betanzos |
| Type | Contrato |
| Dates | From 30/06/2015 to 31/12/2017 |
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 |
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 |
Las Matemáaticas como elemento "Innovador de la Innovación" en la Industria Española
| Funding entity | Fundación Española de Ciencia y Tecnología (FECYT). Convocatoria de Ayudas para el Programa de Cultura Científica y de la Innovación |
| Main researches | Pregrina Quintela Estévez |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/09/2012 to 31/08/2013 |
Tecnologías inteligentes para el análisis del comportamiento de los usuarios en el acceso y consumo de contenidos digitales en multiplataformas
| Funding entity | Prisa Digital, S.L. |
| Main researches | Miguel Rodríguez Luaces, José Antonio Vilar Fernández, Amparo Alonso Betanzos |
| Type | Contrato |
| Dates | From 21/11/2011 to 20/06/2014 |
Consolidación de la Red BIOSTATNET: nuevas estrategias de colaboración en investigación. (Acción complementaria)
| Funding entity | Ministerio de Economía y Competitividad |
| Main researches | Carmen María Cadarso Suárez |
| Type | Proyecto Programas Nacionales |
| Dates | From 15/11/2011 to 31/05/2014 |
Métodos estatísticos para a fiabilidade e o control da calidade en buques
| Funding entity | Consellería de Economía e Industria - Xunta de Galicia |
| Main researches | Ricardo Cao Abad |
| Type | Proyecto Programas Autonomicos |
| Dates | From 13/12/2010 to 12/12/2013 |
Formación de una Red Nacional de Bioestadística
| Funding entity | Ministerio de Ciencia e Innovación |
| Main researches | Carmen María Cadarso Suárez |
| Type | Proyecto Programas Nacionales |
| Dates | From 15/11/2010 to 14/12/2012 |
CONVENIO DE COLABORACIÓN ENTRE O INSTITUTO GALEGO DE ESTATÍSTICA E A UDC PARA A REALIZACIÓN DUN PROXECTO DE INVESTIGACIÓN DOS MÉTODOS DE ESTIMACIÓN DA VARIANZA EN ENQUISAS RESPONSABILIDADE DO IGE
| Funding entity | INSTITUTO GALLEGO DE ESTADÍSTICA |
| Type | Contrato |
| Dates | From 08/05/2009 to 31/12/2009 |
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 |
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 |
Aplicaciones de la estimación no paramétrica de curvas
| Funding entity | Secretaria Xeral de Investigación e Desenvolvemento Tecnolóxico |
| Main researches | Juan Manuel Vilar Fernández |
| Type | Proyecto Programas Autonomicos |
| 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 |
Extracción y recuperación de información mediante análisis linguístico (ERIAL)
| Funding entity | Union Europea |
| Main researches | Guillermo Rojo |
| Type | Proyecto UE |
| Dates | From 01/01/1999 to 31/12/2001 |
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 |
Métodos de suavización estadística: modelos teóricos y aplicaciones
| Funding entity | Dirección Xeral de Universidades |
| Type | Proyecto Otros Programas |
| Dates | From 10/07/1997 to 10/07/2000 |
Aplicación de técnicas estatísticas non paramétricas á análise de datos biométricos
| Type | Proyecto Otros Programas |
| Dates | From 26/06/1996 to 26/06/1997 |
Estimación no paramétrica de curvas : modelos teóricos y aplicaciones
| Funding entity | Comisión Interministerial de Ciencia y Tecnología (CICYT) |
| Main researches | Ricardo Cao Abad |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/07/1995 to 01/07/1998 |
Aplicación de técnicas estadísticas no paramétricas y análisis de datos biométricos
| Type | Proyecto Otros Programas |
| Dates | From 30/06/1995 to 30/06/1996 |
Estudio do crecemento e idade en crustáceos. Aplicación de novas metodoloxías
| Funding entity | Dirección Xeral de Ordenación Universitaria e Política Científica, Consellería de Educación e Ordenación Universitaria da Xunta de Galicia. |
| Main researches | Eduardo González Gurriarán |
| Type | Proyecto Programas Autonomicos |
| Dates | From 13/01/1993 to 13/01/1995 |
Hard and soft clustering of categorical time series based on two novel distances with an application to biological sequences
| Authors | Ángel López-Oriona, J.A. Vilar, Pierpaolo D'Urso |
| Journal | Information Sciences Vol. 624 (pages 467 to 492) |
| DOI | https://doi.org/10.1016/j.ins.2022.12.065 |
Spatial weighted robust clustering of multivariate time series based on quantile dependence with an application to mobility during COVID-19 pandemic
| Authors | Á. López-Oriona, Pierpaolo D'Urso, J.A. Vilar, B. Lafuente |
| Journal | IEEE TRANSACTIONS ON FUZZY SYSTEMS Vol. 30 (pages 3990 to 4004) |
| DOI | https://doi.org/10.1109/tfuzz.2021.3136005 |
Quantile-based fuzzy clustering of multivariate time series in the frequency domain
| Authors | Ángel López-Oriona, J.A. Vilar, Pierpaolo D'Urso |
| Journal | Fuzzy Sets and Systems Vol. 443 Num. B (pages 115 to 154) |
| DOI | https://doi.org/10.1016/j.fss.2022.02.015 |
The bootstrap for testing the equality of two multivariate time series with an application to financial markets
| Authors | Ángel López-Oriona, J.A. Vilar |
| Journal | Information Sciences Vol. 616 (pages 255 to 275) |
| DOI | https://doi.org/10.1016/j.ins.2022.10.048 |
A first perturbome of Pseudomonas aeruginosa: Identification of core genes related to multiple perturbations by a machine learning approach
| Authors | J.A. Molina Mora, Pablo Montero-Manso, R. García-Batán, R. Campos-Sánchez, José A. Vilar, F. García |
| Journal | BIOSYSTEMS Vol. 205 (pages 104411 to 104411) |
Quantile cross-spectral density: A novel and effective tool for clustering multivariate time series
| Authors | Ángel López-Oriona, J.A. Vilar |
| Journal | Expert Systems with Applications Vol. 185 (pages 115677 to 115677) |
Outlier detection for multivariate time series: A functional data approach
| Authors | Ángel López-Oriona, J.A. Vilar |
| Journal | KNOWLEDGE-BASED SYSTEMS (LONDON, ENGLAND) Vol. 233 (pages 107527 to 107527) |
Sealing capacity of lateral canals with different root canal obturation techniques
| Authors | Elías Harrán Ponce, J.A. Vilar, L. HARRÁN MARENGO |
| Journal | Revista de la Asociación Odontológica Argentina Vol. 109 Num. 1 (pages 9 to 19) |
An All-Purpose Tool for Multivariate Time Series Classification
| Authors | Á. López-Oriona, J.A. Vilar |
| Journal | Mathematics Vol. 9 Num. 23 (pages 3051 to 3051) |
Robust fuzzy clustering based on quantile autocovariances
| Authors | Borja Lafuente Rego, Pierpaolo D'Urso, José A. Vilar |
| Journal | STATISTICAL PAPERS |
| DOI | https://doi.org/10.1007/s00362-018-1053-6 |
Bootstrapping regression models with locally stationary disturbances
| Authors | G. Ferreira, J. Mateu, José A. Vilar, J. Muñoz |
| Journal | TEST Vol. 30 (pages 341 to 363) |
| DOI | https://doi.org/10.1007/s11749-020-00721-3 |
Covid-19 projections for Spain using forecast combinations
| Authors | José A. Vilar, R. Fernández-Casal, Carlos Fernández Lozano |
| Journal | Boletín de Estadística e Investigación Operativa Vol. 36 Num. 2 (pages 99 to 125) |
Two-sample homogeneity testing: A procedure based on comparing distributions of interpoint distances
| Authors | Pablo Montero-Manso, José A. Vilar |
| Journal | Statistical analysis and Data Mining Vol. 12 Num. 3 (pages 234 to 252) |
Distributed classification based on distances between probability distributions in feature space
| Authors | Pablo Montero-Manso, Laura Morán-Fernández, Verónica Bolón-Canedo, José A. Vilar, Amparo Alonso-Betanzos |
| Journal | Information Sciences Vol. 496 (pages 431 to 450) |
Quantile autocovariances: A powerful tool for hard and soft partitional clustering of time series
| Authors | J.A. Vilar, Borja Lafuente Rego, Pierpaolo D'Urso |
| Journal | Fuzzy Sets and Systems Vol. 340 (pages 38 to 72) |
| DOI | https://doi.org/10.1017/s0373463317000285 |
Do Individual Differences Influence Moment-by-Moment Reports of Emotion Perceived in Music and Speech Prosody?
| Authors | Nicola Dibben, Eduardo Coutinho, José A. Vilar, Graciela Estévez-Pérez |
| Journal | Frontiers in Behavioral Neurosience |
| DOI | https://doi.org/10.3389/fnbeh.2018.00184 |
Clustering of time series using quantile autocovariances
| Authors | Borja Lafuente Rego, José A. Vilar Fernández |
| Journal | Advances in Data Analysis and Classification (ADAC) Vol. 10 Num. 3 (pages 391 to 405) |
Testing otolith morphology for measuring marine fish biodiversity
| Authors | Tuset, V.M., M. Farré, J. Otero-Ferrer, J.A. Vilar, B. Morales-Lin, Lombarte, A. |
| Journal | MARINE AND FRESHWATER RESEARCH Vol. 67 Num. 7 (pages 1037 to 1048) |
A framework for dissimilarity-based partitioning clustering of categorical time series.
| Authors | Manuel García Magariños, José A. Vilar Fernández |
| Journal | DATA MINING AND KNOWLEDGE DISCOVERY Vol. 29 (pages 466 to 502) |
| DOI | https://doi.org/10.1007/s10618-014-0357-y |
Annual trend patterns of phytoplankton species abundance belie homogeneous taxonomical group responses to climate in the NE Atlantic upwelling
| Authors | Bode, A., Estévez-Pérez G, Varela, M., J.A. Vilar |
| Journal | Marine Environmental Research Vol. 110 (pages 81 to 91) |
| DOI | https://doi.org/10.1016/j.marenvres.2015.07.017 |
Influence of habitat and population density on recruitment and spatial dynamics of the sea urchin Paracentrotus lividus: implications for harvest refugia
| Authors | Rosana Ourens Chans, Juan Freire, José A. Vilar Fernández, Luis Fernández |
| Journal | ICES JOURNAL OF MARINE SCIENCE Vol. 71 Num. 5 (pages 1064 to 1072) |
| DOI | https://doi.org/10.1093/icesjms/fst201 |
TSclust: An R Package for Time Series Clustering
| Authors | Pablo Montero-Manso, José A. Vilar Fernández |
| Journal | Journal of Statistical Software Vol. 68 Num. 1 |
Sampling Error Estimation in Stratified Surveys
| Authors | Ricardo Cao, Juan Vilar, J. A. Vilar, A. K. Lopez |
| Journal | Open Journal of Statistics Vol. 3 Num. 3 (pages 200 to 212) |
Time series clustering based on nonparametric multidimensional forecast densities
| Authors | Juan Vilar, J. A. Vilar |
| Journal | ELECTRONIC JOURNAL OF STATISTICS Vol. 7 (pages 1019 to 1046) |
| DOI | https://doi.org/10.1214/13-ejs800 |
Functional ANOVA starting from discrete data: an application to air quality data
| Authors | Estévez-Pérez G, José A. Vilar Fernández |
| Journal | ENVIRONMENTAL AND ECOLOGICAL STATISTICS Vol. 20 Num. 3 (pages 495 to 517) |
| DOI | https://doi.org/10.1007/s10651-012-0231-2 |
A consistent bootstrap test for the equality of non-parametric regression curves under dependence
| Authors | Juan Vilar, J. A. Vilar |
| Journal | COMMUNICATIONS IN STATISTICS. THEORY AND METHODS Vol. 41 Num. 6 (pages 1069 to 1088) |
GENERALISED VARIANCE FUNCTION ESTIMATION FOR BINARY VARIABLES IN LARGE-SCALE SAMPLE SURVEYS
| Authors | R. Cao, José A. Vilar Fernández, Juan Manuel Vilar Fernández |
| Journal | AUSTRALIAN & NEW ZEALAND JOURNAL OF STATISTICS Vol. 54 Num. 3 (pages 301 to 324) |
| DOI | https://doi.org/10.1111/j.1467-842x.2012.00682.x |
Comparing several parametric and nonparametric approaches to time series clustering: a simulation study
| Authors | José A. Vilar Fernández, Sonia Pértega Díaz |
| Journal | JOURNAL OF CLASSIFICATION Vol. 27 (pages 333 to 362) |
Effects of Cell-Phone Radiation on the Electroencephalographic Spectra of Epileptic Patients
| Authors | José A. Vilar Fernández, José Luis Relova, Sonia Pértega, Elena López Martín, Manuel Peleteiro, Francisco Ares Pena |
| Journal | IEEE ANTENNAS & PROPAGATION MAGAZINE Vol. 52 Num. 6 (pages 173 to 179) |
Non-linear time series clustering based on non-parametric forecast densities
| Authors | José A. Vilar Fernández, Juan Manuel Vilar Fernández, A.M. Alonso |
| Journal | COMPUTATIONAL STATISTICS & DATA ANALYSIS Vol. 54 (pages 2850 to 2865) |
Classifying time series data: Nonparametric approach
| Authors | Juan Manuel Vilar Fernández, José A. Vilar Fernández, Sonia Pértega Díaz |
| Journal | JOURNAL OF CLASSIFICATION Vol. 26 Num. 1 (pages 3 to 28) |
Bootstrap tests for nonparametric comparison of regression curves with dependent errors
| Authors | Juan Manuel Vilar Fernández, José A. Vilar Fernández, Wenceslao González Manteiga |
| Journal | TEST Vol. 16 (pages 123 to 144) |
Discriminant and Cluster Analysis for Gaussian Stationary Processes: Local Linear Fitting Approach.
| Authors | José A. Vilar Fernández, Sonia Pértega Díaz |
| Journal | JOURNAL OF NONPARAMETRIC STATISTICS Vol. 16 (pages 443 to 462) |
On the uniform strong consitency of local polynomial regresion. Ander dependence conditions
| Authors | Juan Manuel Vilar Fernández, José A. Vilar Fernández, M. Francisco-Fernández |
| Journal | COMMUNICATIONS IN STATISTICS. THEORY AND METHODS Vol. 32 Num. 12 (pages 2415 to 2440) |
The Cemento-Dentino-Canal Junction, the Apical Foramen, and the Apical Constriction: Evaluation by Optical Microscopy
| Authors | José A. Vilar Fernández, Elías Harrán Ponce |
| Journal | JOURNAL OF ENDODONTICS Vol. 29 Num. 3 (pages 214 to 219) |
Bootstrap of minimum estimators in regression with correlated disturbances
| Authors | Juan Manuel Vilar Fernández, José A. Vilar Fernández |
| Journal | JOURNAL OF STATISTICAL PLANNING AND INFERENCE Vol. 108 Num. - (pages 283 to 299) |
Study of dentinal tubule architecture of permanent upper premolars: Evaluation by SEM.
| Authors | José A. Vilar Fernández, Elías Harrán Ponce, Carlos Canalda Sahi |
| Journal | AUSTRALIAN ENDODONTIC JOURNAL Vol. 27 Num. 2 (pages 66 to 72) |
Recursive local polynomial regresión under dependence conditions
| Authors | José A. Vilar Fernández, Juan Manuel Vilar Fernández |
| Journal | TEST Vol. 9 Num. 1 (pages 209 to 232) |
Finite sample performance of density estimators from unequally spaced data
| Authors | José A. Vilar Fernández, Juan Manuel Vilar Fernández |
| Journal | STATISTICS & PROBABILITY LETTERS Vol. 50 Num. - (pages 63 to 73) |
Size at maturity in Liocarcinus depurator (Brachyura: Portunidae): a reproductive and morphometric study.
| Authors | Muiño, R., Luis Fernández, E. González-Gurriarán, Juan Freire, J.A. Vilar |
| Journal | JOURNAL OF THE MARINE BIOLOGICAL ASSOCIATION OF THE UNITED KINGDOM Vol. 79 Num. - (pages 295 to 303) |
Recursive Estimation of Regression Functions by Local Polynomial fitting
| Authors | Juan Manuel Vilar Fernández, José A. Vilar Fernández |
| Journal | ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS Vol. 50 Num. 4 (pages 729 to 754) |
Kernel estimation of the regression function with random sampling times
| Authors | José A. Vilar Fernández |
| Journal | TEST Vol. 4 Num. 1 (pages 137 to 179) |
Estimación de la función de densidad con observaciones obtenidas en instantes aleatorios
| Authors | José A. Vilar Fernández, Juan Manuel Vilar Fernández |
| Journal | QUESTIO Vol. 17 Num. 1 (pages 3 to 32) |
Estimación no paramétrica, recursiva, de curvas de probabilidad
| Authors | José A. Vilar Fernández, Juan Manuel Vilar Fernández |
| Journal | Revista Estadística Española Vol. 35 Num. 134 (pages 579 to 616) |
Estimación no paramétrica de la función razón de fallo bajo condiciones generales.
| Authors | Juan Manuel Vilar Fernández, José A. Vilar Fernández |
| Journal | Cuadernos de Bioestadística y Aplicaciones Informáticas. Vol. 10 Num. 1 (pages 15 to 32) |
Introducción a la estadística y sus aplicaciones.
| Authors | R. Cao, M. Francisco-Fernández, Salvador Naya, Manuel Antonio Presedo Quindimil, Margarita Vázquez Brage, José A. Vilar Fernández, Juan Manuel Vilar Fernández |
| Publishing | Ediciones Pirámide, Madrid (España) |
| ISBN | 84-368-1543-2 |
Estadística básica aplicada
| Authors | R. Cao, M. Francisco-Fernández, Salvador Naya, Manuel Antonio Presedo Quindimil, Margarita Vázquez Brage, José A. Vilar Fernández, Juan Manuel Vilar Fernández |
| Publishing | Tórculo Edicións, (España) |
| ISBN | 84-8408-024-2 |
Fuzzy clustering of series using quantile autocovariances
| Authors | Borja Lafuente Rego. J.A. Vilar |
| Book |
Advanced Analysis and Learning on Temporal Data Series: Lecture Notes in Artificial Intelligence Publishing: SPRINGER. ISBN: 978-3-319-44412-3 |
| Pages | From 49 to 64 |
Time series clustering based on quantile autocovariances
| Authors | Borja Lafuente Rego. José A. Vilar Fernández |
| Book |
Proceedings of the 21st International Conference on Computational Statistics Vol. 1 Publishing: The International Statistical Institute/International Association for Statistical Computing. ISBN: 978-2-8399-1347-8 |
| Pages | From 61 to 69 |
A comparative study of several parametric and nonparametric approaches for time series classification
| Authors | José A. Vilar Fernández. Sonia Pértega |
| Book |
Classification as a Tool for Research. Proceedings of the 11th IFCS Biennial Conference and 33rd Annual Conference of the Gesellschaft für Klassifikation e.V. Publishing: Springer Berlin Heidelberg. ISBN: 978-3-642-10744-3 |
| Pages | From 147 to 156 |
Bootstrap tests for nonparametric comparison of regression curves with dependent errors
| Authors | Juan Manuel Vilar Fernández. Wenceslao González Manteiga |
| Book |
Proceedings in Computational Statistics 2006 Publishing: Physica-Verlag. ISBN: 3-7908-1708-2 |
| Pages | From 1721 to 1728 |
On the Uniform Strong Consistency of Local Polynomial Regression under Dependence Conditions
| Authors | M. Francisco-Fernández. Juan Manuel Vilar Fernández. José A. Vilar Fernández |
| Book |
Proceedings of the Conference CompStat 2002 - Short Communications and Posters (e-book) Publishing: Springer. ISBN: 3-00-009819-4 |
| Pages | From 1 to 12 |
Nonparametric inference of a smooth distribution function from irregular observations on time series
| Authors | José A. Vilar Fernández. Juan Manuel Vilar Fernández |
| Book |
Recent Advances in Statistics and Probability Publishing: VSP International Science Publishers. ISBN: 96-6764-170-7 |
| Pages | From 317 to 331 |
New methodological contributions in statistical learning for time series
| Autor | Ángel López Oriona |
| Director/s | José Antonio Vilar Fernández |
| Scope | Facultad de Informática |
| Qualification | Sobresaliente Cum Laude |
Statistical Learning in Complex and Temporal Data: Distances, Two-sample testing, Clustering, Classification and Big Data
| Autor | Pablo Montero Manso |
| Director/s | José Antonio Vilar Fernández |
| Scope | Facultad de Informática |
| Qualification | Sobresaliente Cum Laude |
New methodological contributions in time series clustering
| Autor | Borja Raúl Lafuente Rego |
| Director/s | José Antonio Vilar Fernández |
| Scope | Matemáticas |
| Qualification | Sobresaliente Cum Laude |
Aplicación de la regresión polinómica local al análisis discriminante y análisis de cluster de series de tiempo
| Autor | Sonia Pértega Díaz |
| Director/s | José Antonio Vilar Fernández |
| Scope | Matemáticas |
| Qualification | Sobresaliente Cum Laude |
Machine Learning for Multivariate Time Series with the R Package mlmt
ITISE 2023
International
| Authors | Ángel López-Oriona, J.A. Vilar |
| Place | Palmas de Gran Canaria, Las (España) |
Clustering of time series based on forecasting performance of global models.
ITISE 2023
International
| Authors | Ángel López-Oriona, J.A. Vilar |
| Place | Palmas de Gran Canaria, Las (España) |
Fuzzy clustering of ordinal time series based on two novel distances
5th International Conference on Statistics: Theory and Applications (ICSTA 2023)
International
| Authors | Ángel López-Oriona, C. Weiss |
| Place | london (Reino Unido) |
Fuzzy clustering of ordinal time series based on two novel distances with financial applications.
2023 Joint Statistical Meetings (JSM 2023)
International
| Authors | Ángel López-Oriona, C. Weiss, J.A. Vilar |
| Organization | American Statistical Association |
| Place | Ontario (Canadá) |
A distance for time series with applications to clustering and classification
Final CRoNoS Events and Workshop on Multivariate Data Analysis 2019
International
| Authors | Pablo Montero-Manso, J.A. Vilar |
| Place | Limassol (Chipre) |
Robust fuzzy clustering models for time series based on quantile autocovariances
61st ISI World Statistics Congress.
International
| Authors | J.A. Vilar |
| Place | Marrakech (Marruecos) |
Soft clustering of time series: New methods considering fuzzy, mixture models and probabilistic-D approaches
10th International Conference of the ERCIM working group on Computational and Methodological Statistics - CMStatistics 2017
International
| Authors | J.A. Vilar, Borja Lafuente Rego |
| Place | Londres (Reino Unido) |
Quantile autocovariances: a powerful tool for hard and soft partitional clustering of time series
COMPSTAT 2016 (22nd International Conference on Computational Statistics)
International
| Authors | José A. Vilar Fernández, Borja Lafuente Rego |
| Organization | UNIVERSIDAD DE OVIEDO |
| Place | Oviedo (España) |
Cluster fuzzy robusto de series temporales considerando un método de truncamiento.
XXXVI Congreso Nacional de Estadística e Investigación Operativa. X Jornadas de Estadística Pública (SEIO 2016)
National
| Authors | Borja Lafuente Rego, José A. Vilar Fernández, Pierpaolo D'Urso |
| Place | Toledo (España) |
A time series two-sample test based on comparing distributions of pairwise distances.
2nd ECML/PKDD International AALTD Workshop
International
| Authors | Pablo Montero-Manso, José A. Vilar Fernández |
| Place | Riva de Garda (Italia) |
A new multivariate two-sample test based on distributions of interpoint distances
9th International Conference of the ERCIM WG on Computational and Methodological Statistics and 10th International Conference on Computational and Financial Econometrics (CFE-CMStatistics 2016).
International
| Authors | Pablo Montero-Manso, J.A. Vilar |
| Place | Sevilla (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) |
Functional analysis of abundances of phytoplankton species in shelf waters of the Galician upwelling (NW Spain)
XV Conferencia Española y V Encuentro Iberoamericano de Biometría
National
| Authors | Antonio Bode, Estévez-Pérez G, Manuel Varela, José A. Vilar Fernández |
| Place | Bilbao (España) |
Fuzzy clustering of series using quantile autocovariances
International Workshop on Advanced Analytics and Learning on Temporal Data (AALTD 2015)
International
| Authors | Borja Lafuente Rego, José A. Vilar Fernández |
| Place | Oporto (Portugal) |
Time series clustering based on quantile autocovariances
21st International conference on computational statistics (COMPSTAT¿14)
International
| Authors | B. Lafuente, José A. Vilar Fernández |
| Organization | International Association for Statistical Computing (IASC) |
| Place | Geneva (Suiza) |
A new dissimilarity-based approach to cluster categorical time series
7th International Conference of the ERCIM WG on Computational and Methodological Statistics (ERCIM 2014)
International
| Authors | Manuel García Magariños, José A. Vilar Fernández |
| Organization | European Research Consortium for Informatics and Mathematics (ERCIM) |
| Place | Pisa (Italia) |
Fuzzy clustering of time series based on quantile autocovariances
7th International Conference of the ERCIM WG on Computational and Methodological Statistics (ERCIM 2014)
International
| Authors | B. Lafuente, José A. Vilar Fernández |
| Organization | European Research Consortium for Informatics and Mathematics (ERCIM) |
| Place | Pisa (Italia) |
May otolith morphology be used for measuring biodiversity of marine fish assemblages?
5th International Otolith Symposium
International
| Authors | Tuset, V.M., Otero-Ferrer, J.L., José A. Vilar Fernández, Farre, M., Lombarte, A. |
| Organization | International Council for the Exploration of the Sea (ICES) - Consejo Internacional para la Exploración del Mar (CIEM) |
| Place | Calvià (España) |
Trends in phytoplankton species abundance in shelf waters of the Galician upwelling (NW Spain)
2nd International Ocean Research Conference
International
| Authors | Antonio Bode, Estévez-Pérez G, José A. Vilar Fernández, Manuel Varela |
| Place | Barcelona (España) |
Un método cluster de series temporais basado en frecuencias y magnitudes de picos espectrales
XI CONGRESO GALEGO DE ESTATÍSTICA E INVESTIGACIÓN DE OPERACIÓNS
National
| Authors | Borja Lafuente Rego, José A. Vilar Fernández |
| Place | Coruña, A (España) |
Time series clustering based on nonparametric multidimensional forecast densities: An application to clustering of mortality rates
33rd Annual Conference of the International Society for Clinical Biostatistics (ISCB 2012)
International
| Authors | José A. Vilar Fernández, Juan Manuel Vilar Fernández |
| Organization | Internationa Society for Clinical Biostatistics |
| Place | Bergen (Noruega) |
Estimación del error relativo en el muestreo para encuestas estratificadas
XXXII Congreso Nacional de Estadística e I.O. y VI Jornadas de Estadística Pública
National
| Authors | A. K. Lopez, Ricardo Cao, Juan Manuel Vilar Fernández, José A. Vilar Fernández |
| Organization | SEIO - Sociedad de Estadística e Investigación Operativa |
| Place | Coruña, A (España) |
Estimación de la función generalizada de la varianza en encuestas por muestreo a gran escala
XXXII Congreso Nacional de Estadística e I.O. y VI Jornadas de Estadística Pública
National
| Authors | Ricardo Cao, J. A. Vilar, Juan Vilar |
| Organization | SEIO - Sociedad de Estadística e Investigación Operativa |
| Place | Coruña, A (España) |
Forecasting age-specific breast cancer mortality:a new nonparametric functional approach
31st Annual Conference of the International Society for Clinical Biostatistics
International
| Authors | J. A. Vilar, Sonia Pértega, Juan Vilar |
| Organization | International Society for Clinical Biostatistics |
| Place | Montpellier (Francia) |
Functional ANOVA Starting from Discrete Data: An Application to Air Quality Data
19th International Conference on Computational Statistics (COMPSTAT 2010)
International
| Authors | Estévez-Pérez G, José A. Vilar Fernández |
| Place | París (Francia) |
A comparative study of dissimilarity measures for time series classification
3rd International Conference of the ERCIM Working Group on Computing and Statistics (ERCIM10)
International
| Authors | José A. Vilar Fernández, Sonia Pértega, Juan Manuel Vilar Fernández |
| Organization | ERCIM Working Group on Computing and Statistics |
| Place | London (Reino Unido) |
A comparative study of several parametric and semiparametric approaches for time series classification
11th International Federation of Classification Societes Conference (IFCS¿09)
International
| Authors | José A. Vilar Fernández, Sonia Pértega Díaz |
| Place | Dresden (Alemania) |
Comparación No Paramétrica de Curvas de Regresión con Errores Dependientes: Un Test Bootstrap
XXXI Congreso Nacional de Estadística e Investigación Operativa. V Jornadas de Estadística Pública (SEIO 2009)
National
| Authors | José A. Vilar Fernández, Juan Vilar |
| Organization | Sociedad de Estadística e Investigación Operativa (SEIO) |
| Place | Murcia (España) |
Time series clustering based on nonparametric forecast
International Seminar on Nonparametric Inference (ISNI 2008)
National
| Authors | José A. Vilar Fernández, Andrés Alonso, Juan Manuel Vilar Fernández |
| Organization | Universidade de Vigo |
| Place | Vigo (España) |
Nonlinear time series clustering based on nonparametric forecast densities
International Conference on Computational Statistics (COMPSTAT¿2008)
International
| Authors | José A. Vilar Fernández, Andrés Alonso, Juan Manuel Vilar Fernández |
| Place | Oporto (Portugal) |
Nonlinear time series clustering based on nonparametric forecast densities
1 Workshop of the ERCIM Working Group on Computing & Statistics, and 2 International Workshop on Computational and Financial Econometrics (CFE-08)
International
| Authors | José A. Vilar Fernández, Andrés Alonso, Juan Manuel Vilar Fernández |
| Organization | European Research Consortium for Informatics and Mathematics (ERCIM) |
| Place | Neuchatel (Suiza) |
A comparative study of several parametric and nonparametric approaches for time series classification.
COMPSTAT 2006
International
| Authors | Sonia Pértega Díaz, José A. Vilar Fernández |
| Place | Roma (Italia) |
Bootstrap tests for nonparametric comparison of regression curves with dependent errors.
COMPSTAT 2006
International
| Authors | José A. Vilar Fernández, Juan Manuel Vilar Fernández, Wenceslao González Manteiga |
| Place | Roma (Italia) |
Changes in the electroencephalographic spectrum of epileptic patients induced by mobile phones
Bioelectromagnetics 2005
International
| Authors | J.Luis Relova, M. Peleteiro, Sonia Pértega, José A. Vilar Fernández, E. López Martín, F. José Ares Pena |
| Place | Dublín (Irlanda) |
Changes in the electroencephalographic spectrum of epileptic patients induced by mobile phones
I Congreso de Estatística e InvestigaÇao Operacional da Galiza e Norte de Portugal, VII Congreso Galego de Estatística e Investigación de Operacións
International
| Authors | José Luis Relova, Manuel Peleteiro, Sonia Pértega, José A. Vilar Fernández, E. López Martín, F. José Ares Pena |
| Place | Guimaraes (Portugal) |
Comportamiento espacio temporal de bacterias coniformes en el sistema lagunar Boca del Río Mandinga, Veracruz, México
XIX Congreso Nacional de Microbiología
National
| Authors | Cervantes, C.R., Gómez, B.J., José A. Vilar Fernández |
| Organization | Sociedad Española de Microbiología (SEM) |
| Place | Santiago de Compostela (España) |
Discriminant and cluster analysis for gaussian stationary processes: local linear fitting approach
International Conference on Current Advances and Trends in Nonparametric Statistics
International
| Authors | José A. Vilar Fernández, Sonia Pértega Díaz |
| Place | Creta (Grecia) |
On the uniform strong consistency on local polynomial reression under dependence conditions
COMPSTAT 2002
International
| Authors | José A. Vilar Fernández, Juan Manuel Vilar Fernández, M. Francisco-Fernández |
| Place | Berlin (Alemania) |
Técnicas de discriminación de series de tiempo.
5 Congreso Galego de Estatística e Investigación de Operacións.
National
| Authors | José A. Vilar Fernández, Sonia Pértega Díaz |
| Place | Ferrol (España) |
Mise exacto del estimador kernel de la densidad con muestras irregularmente espaciadas
XXV Congreso Nacional de Estadística e Investigación Operativa
National
| Authors | José A. Vilar Fernández, Juan Manuel Vilar Fernández |
| Place | Vigo (España) |
Bootstrapping Two-Stage Minimun Distance Estimators in Linear Regression Models
COMPSTAT'98
International
| Authors | Juan Manuel Vilar Fernández, José A. Vilar Fernández |
| Place | Bristol (Reino Unido) |
Density Estimation from Unequally Spaced Data: A Simulation Study
COMPSTAT'98
International
| Authors | Juan Manuel Vilar Fernández, José A. Vilar Fernández |
| Place | Bristol (Reino Unido) |
Recursive local polynomical regresion under dependence conditions
The Art of Nonparametric Statistics Metodologies and Applications
International
| Authors | José A. Vilar Fernández, Juan Manuel Vilar Fernández |
| Place | Bélgica |
Regresión Polinómica Local Recursiva para Procesos Fuertemente-mixing: Un estudio de simulación
23 Congreso Nacional de Estadística e Investigación Operativa
National
| Authors | José A. Vilar Fernández, Juan Manuel Vilar Fernández |
| Place | Valencia (España) |
Consistencia Fuerte de Estimadores Polinómicos Locales Recursivos de la Función de Regresión
23 Congreso Nacional de Estadística e Investigación Operativa
National
| Authors | M. Francisco-Fernández, José A. Vilar Fernández, Juan Manuel Vilar Fernández |
| Place | Valencia (España) |
Estimación recursiva de la regresión por ajustes lineales locales
XXII Congreso Nacional de Estadística e Investigación Operativa
National
| Authors | José A. Vilar Fernández, Juan Manuel Vilar Fernández |
| Place | Sevilla (España) |
Estimación de la densidad con observaciones irregulares: un estudio de simulación
XXI Reunión Nacional de Estadística e Investigación Operativa
National
| Authors | José A. Vilar Fernández, Juan Manuel Vilar Fernández |
| Organization | Sociedad Española de Estadística e Investigación Operativa |
| Place | Calella (España) |
Estimación núcleo recursiva: consistencia casi segura
XXI Reunión Nacional de Estadística e Investigación Operativa
National
| Authors | Juan Manuel Vilar Fernández, José A. Vilar Fernández |
| Organization | Sociedad Española de Estadística e Investigación Operativa |
| Place | Calella (España) |
Aplicación de técnicas de regresión ao estudio da talla de madurez sexual nos crustáceos
I Congreso Galego de Estadística e Investigación de Operacións
Autonomous
| Authors | José A. Vilar Fernández, Ramón José Muíño Boedo, Luis José Fernández Rodríguez, Freire, M., Eduardo González Gurriarán |
| Organization | SOCIEDADE GALEGA PARA A PROMOCION DA ESTATISTICA E DA INVESTIGACION OPERATIVA |
| Place | Coruña, A (España) |
Nonparametric and recursive regression estimation from sampled data
Escola de Modelos de Regressao e do Seminario sobre Bioestadística, Saúde e Meio-Ambiente-IASI
International
| Authors | José A. Vilar Fernández, Juan Manuel Vilar Fernández |
| Organization | IASI Instituto Interamericano de Estadística |
| Place | Campinas, Sao Paulo (Brasil) |
Nonparametric inference of a smooth distribution function from irregular observations and time series
4th International Meeting of Statistics in the Basque Country
International
| Authors | José A. Vilar Fernández, Juan Vilar |
| Organization | UNIVERSIDAD DEL PAÍS VASCO |
| Place | Donostia-San Sebastián (España) |
Estimación núcleo de la función de regresión con instantes muestrales aleatorios
I Congreso Iberoamericano y XX Reunión Nacional de Estadística e Investigación Operativa
International
| Authors | José A. Vilar Fernández |
| Place | Cáceres (España) |
Size at maturity of Liocarcinus depurator (Brachyura: Portunidae): a reproductive and morphometric study
First European Crustacean Conference
International
| Authors | Ramón José Muíño Boedo, Luis José Fernández Rodríguez, José A. Vilar Fernández, Freire, M., Eduardo González Gurriarán |
| Place | París (Francia) |
Estimación no paramétrica de la densidad con datos observados irregularmente
XIX Congreso Nacional de Estadística e I.O.
National
| Authors | José A. Vilar Fernández, Juan Manuel Vilar Fernández |
| Organization | Sociedad Española de Estadística e Investigación Operativa |
| Place | Segovia (España) |
Academic or management positions held by teacher.