| Department | Mathematics |
| Knowledgment area | Statistics and Operational Research |
| Research | Research group Modelización, Optimización e Inferencia Estadística |
| Research lines | Análisis de supervivencia, Modelos de curación, Datos censurados. |
| Keywords | Análisis de supervivencia, Modelos de curación, Datos censurados. |
| Contacto | UDC directory |
| Orcid id0000-0002-3618-3246 ResearcherIDAAL-1343-2020 Scopus57190861232 | |
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 |
|---|---|---|---|
|
Final Year Dissertation
Concurrent Programme of Studies for Degree in Biology and Degree in Chemistry
Degree in Biology
|
Compulsory | 0 | 3 |
|
Final Year Dissertation
Degree in Data Science and Engineering
|
Compulsory | 0 | 3 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
| Advanced Techniques for Data Analysis | Optional | 0 | 7.5 |
| Final Year Dissertation | Compulsory | 0 | 10 |
| Final Year Dissertation. Mention in Information Technology | Compulsory | 0 | 2 |
| Mathematics 2 | Core | 0 | 24 |
| Probability, Statistics and Elements of Biomathematics | Compulsory | 0 | 42 |
| Statistical Analysis of Complex Data | Optional | 0 | 12 |
| Statistical Modeling of High Dimensional Data | Compulsory | 0 | 109.5 |
| Statistics | Core | 0 | 6 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Numerical and Statistical Methods
Degree in Nanoscience and Nanotechnology
|
Compulsory | 0 | 44 |
|
Statistical Analysis of Complex Data
Degree in Data Science and Engineering
|
Optional | 0 | 8 |
|
Statistical Modeling of High Dimensional Data
Degree in Data Science and Engineering
|
Compulsory | 0 | 82 |
|
Statistics
Concurrent Programme of Studies for Degree in Biology and Degree in Chemistry
Degree in Biology
|
Core | 0 | 26 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Master's Dissertation
Master in Bioinformatics for Health Sciences
|
Compulsory | 0 | 4 |
|
Numerical and Statistical Methods
Degree in Nanoscience and Nanotechnology
|
Compulsory | 0 | 44 |
|
Statistical Modeling of High Dimensional Data
Degree in Data Science and Engineering
|
Compulsory | 0 | 72 |
|
Statistics
Concurrent Programme of Studies for Degree in Biology and Degree in Chemistry
Degree in Biology
|
Core | 0 | 44 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Statistical Modeling of High Dimensional Data
Degree in Data Science and Engineering
|
Compulsory | 0 | 90 |
|
Statistics
Concurrent Programme of Studies for Degree in Biology and Degree in Chemistry
Degree in Biology
|
Core | 0 | 70 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Statistics
Concurrent Programme of Studies for Degree in Biology and Degree in Chemistry
Degree in Biology
|
Core | 0 | 80 |
Defined tutoring by teacher for 2023/2024 academic course.
| Quarter | Day | Site |
|---|---|---|
| 2nd quarter |
Wednesday
09:00 a 11:00 |
Teams |
| 2nd quarter |
Friday
09:00 a 11:00 |
Teams |
| Quarter | Day | Site |
|---|---|---|
| 1st quarter |
Wednesday
09:00 a 11:00 |
Teams |
| 1st quarter |
Friday
09:00 a 11:00 |
Teams |
Directed or codirected by current teacher since 2013 year.
| Tobacco and alcohol: an analysis of the consumer profile in Galicia |
| Cure models |
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 |
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 |
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 |
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 |
Cure models to estimate time until hospitalization due to COVID-19
| Authors | M. Pedrosa-Laza, A. López-Cheda, R. Cao |
| Journal | APPLIED INTELLIGENCE Vol. 52 (pages 794 to 807) |
| DOI | https://doi.org/10.1007/s10489-021-02311-8 |
Estimating lengths-of-stay of hospitalised COVID-19 patients using a non-parametric model: a case study in Galicia (Spain)
| Authors | A. López-Cheda, M.A. Jácome, R. Cao, P. M. De Salazar |
| Journal | EPIDEMIOLOGY AND INFECTION Vol. 149 Num. e102 (pages 1 to 8) |
npcure: An R Package for Nonparametric Inference in Mixture Cure Models
| Authors | A. López-Cheda, M.A. Jácome, I. López-de-Ullibarri |
| Journal | The R journal Vol. 13 (pages 21 to 41) |
| DOI | https://doi.org/10.32614/rj-2021-027 |
Nonparametric covariate hypothesis tests for the cure rate in mixture cure models
| Authors | A. López-Cheda, M.A. Jácome, I. Van Keilegom, R. Cao |
| Journal | STATISTICS IN MEDICINE Vol. 39 Num. 17 (pages 2291 to 2307) |
How do early socioeconomic circumstances impact inflammatory trajectories? Findings from Generation XXI
| Authors | S. Soares, A. López-Cheda, A. C. Santos, H. Barros, S. Fraga |
| Journal | PSYCHONEUROENDOCRINOLOGY Vol. 119 Num. 104755 |
Nonparametric inference in mixture cure models
| Authors | A. López-Cheda, R. Cao, M.A. Jácome, I. Van Keilegom |
| Journal | Proceedings |
Nonparametric latency estimation for mixture cure models
| Authors | Ana López Cheda, Jácome, A., Ricardo Cao |
| Journal | TEST Vol. 26 Num. 2 (pages 353 to 376) |
| DOI | https://doi.org/10.1007/s11749-016-0515-1 |
Nonparametric incidence estimation and bootstrap bandwidth selection in mixture cure models
| Authors | A. López-Cheda, Ricardo Cao, Jácome, A., I. Van Keilegom |
| Journal | COMPUTATIONAL STATISTICS & DATA ANALYSIS Vol. 105 (pages 144 to 165) |
| DOI | https://doi.org/10.1016/j.csda.2016.08.002 |
Single-index mixture cure models. An application to a study of cardiotoxicity in breast cancer patients
International Symposium on Nonparametroc Statistics (ISNPS)
International
| Authors | Beatriz Piñeiro-Lamas, R. Cao, A. López-Cheda |
| Place | Paphos (Chipre) |
Maximum likelihood estimation in single-index mixture cure models in the presence of a vector covariate
JSM 2022 JOINT STATISTICAL MEETINGS
International
| Authors | Beatriz Piñeiro-Lamas, A. López-Cheda, R. Cao |
| Place | Washington DC (Estados Unidos) |
A new nonparametric approach for the latency: an applica¿¿on to the financial field
3rd Spanish Young Statisticians and Operational Researchers Meeting (SYSORM 2022)
National
| Authors | A. López-Cheda, M.A. Jácome, Y. Peng |
| Organization | Universidad Miguel Hernández de Elche (UMH) |
| Place | Elche/Elx (España) |
A nonparametric estimation method based on the EM algorithm for the latency
XXV CONGRESS OF THE PORTUGUESE STATISTICAL SOCIETY
National
| Authors | A. López-Cheda, Y. Peng, M.A. Jácome |
| Organization | SOCIEDAD PORTUGUESA DE ESTADÍSTICA |
| Place | Evora (Portugal) |
A nonparametric estimation method based on the EM algorithm for the latency
XV SGAPEIO- CONGRESO GALEGO DE ESTATÍSTICA E INVESTIGACIÓN DE OPERACIÓNS
Autonomous
| Authors | A. López-Cheda, Y. Peng, Jácome. M.A. |
| Place | Santiago de Compostela (España) |
An EM algorithm based estimator for the latency in mixture cure models
XV SGAPEIO- CONGRESO GALEGO DE ESTATÍSTICA E INVESTIGACIÓN DE OPERACIÓNS
Autonomous
| Authors | Ana López Cheda, Y. Peng, M.A. Jácome |
| Place | Santiago de Compostela (España) |
Nonparametric Latency Estimation for Mixture Cure Models
Joint Statistical Meeting, JSM 2019
International
| Authors | R. Cao, M.A. Jácome, A. López-Cheda |
| Place | Denver (Estados Unidos) |
Which variables have any influence on the cure rate?
X Reunión de Jóvenes Investigador@s en el Extranjero
International
| Authors | A. López-Cheda, R. Cao, M.A. Jácome, I. Van Keilegom |
| Place | Coruña, A (España) |
Nonparametric inference and covariate significance tests in mixture cure models
III Encontro Luso-Galaico de Biometría.
International
| Authors | R. Cao, Ana López Cheda, Amalia Jácome Pumar, I Van Keilegom |
| Place | Aveiro (Portugal) |
Nonparametric covariate significance tests for mixture cure models applied to medical data
Three-day ATMS Workshop
International
| Authors | Ana López Cheda, R. Cao, Jácome Pumar, MA, I Van Keilegom |
| Place | Lovaina (Bélgica) |
Nonparametric inference in mixture cure models
XoveTIC 2018
Autonomous
| Authors | A. López-Cheda, R. Cao, M.A. Jácome, I Van Keilegom |
| Organization | Universidade da Coruña (UDC) |
| Place | Coruña, A (España) |
Nonparametric covariate signicance tests in mixture cure models
XIII Congreso Galego de Estatística e Investigación de Operacións (XIII SGAPEIO)
National
| Authors | A. López-Cheda, R. Cao, M.A. Jácome |
| Place | Ferrol (España) |
Selección de covariables significativas en la incidencia de un modelo de curación no paramétrico
II Encontro Galaico-Portugués de Biometría, con aplicación ás Ciencias da Saúde, á Ecoloxía e ás Ciencias do Medio Ambiente (BIOAPP2016)
International
| Authors | Ana López Cheda, Jácome Pumar, MA, R. Cao |
| Organization | Sociedade Galega para a Promoción da Estatística e da Investigación de Operacións (SGAPEIO) |
| Place | Santiago de Compostela (España) |
Nonparametric estimation in mixture cure models applied to colorectal cancer patients
I "Julio Palacios" interntational Symposium
International
| Authors | A. López-Cheda, M.A. Jácome, R. Cao |
| Organization | Fundación Ramón Areces |
| Place | Coruña, A (España) |
Contrastes de significación en modelos de curación no paramétricos de tipo mixtura
XXXVI Congreso Nacional de Estadística e Investigación Operativa. X Jornadas de Estadística Pública (SEIO 2016)
National
| Authors | A. López-Cheda, M.A. Jácome, R. Cao |
| Place | Toledo (España) |
NONPARAMETRIC INCIDENCE AND LATENCY ESTIMATION IN MIXTURE CURE MODELS
XII Congreso Galego de Estatística e Investigación Operativa (SGAPEIO)
National
| Authors | Ana López Cheda, R. Cao, Jácome Pumar, MA, I. Van Keilegom |
| Organization | Sociedade Galega Para a Promoción da Estatística e Investigación Operativa (SGAPEIO) |
| Place | Lugo (España) |
Modelos de curación de tipo mixtura: un enfoque no paramétrico
II Edición. Investigación Biomédica del Cáncer en Galicia.
Local
| Authors | A. López-Cheda, R. Cao, Jácome Pumar, MA |
| Place | Coruña, A (España) |
Nonparametric mixture cure models: a bootstrap bandwidth selection method
ISNPS (International Society of NonParametric Statistics) Meeting 2015
International
| Authors | A. López-Cheda, R. Cao, M.A. Jácome |
| Organization | ISNPS (International Society of NonParametric Statistics) |
| Place | Graz (Austria) |
Nonparametric estimator of the latency in a mixture cure model: A bootstrap bandwidth selection method
8th International Conference of the ERCIM WG on Computational and Methodological Statistics (CFE-CMStatistics 2015)
International
| Authors | A. López-Cheda, R. Cao, M.A. Jácome |
| Organization | University College London |
| Place | London (Reino Unido) |
Mixture cure models: a completely nonparametric approach
7th International Conference of the ERCIM WG on Computational and Methodological Statistics (ERCIM 2014)
International
| Authors | A. López-Cheda, Jácome Pumar, MA, Ricardo Cao |
| Organization | European Research Consortium for Informatics and Mathematics (ERCIM) |
| Place | Pisa (Italia) |
Modelos de curación de tipo mixtura no paramétricos
III Congreso-Escuela de Verano de jóvenes investigadores en estadística: diseño de experimentos y bioestadística (JEDE III)
National
| Authors | A. López-Cheda, Ricardo Cao, Jácome Pumar, MA |
| Organization | Universidad Pública de Navarra (UNAVARRA) |
| Place | Pamplona/Iruña (España) |
Nonparametric mixture cure models
22nd meeting of the Belgian Statistical Society
International
| Authors | Ana López Cheda, R. Cao, Jácome Pumar, MA |
| Organization | UNIVERSIDAD CATÓLICA DE LOUVAIN |
| Place | Louvain-la-Neuve (Bélgica) |
Academic or management positions held by teacher.