The data shown for the Universidad Carlos III de Madrid are partial, as they are intended to answer 2 questions:

  • Who is researching a specific topic?
  • What is an expert, group or particular department researching?

The search results will adhere to the following limits: active Researchers at Carlos III University of Madrid, Projects since 2006 and Publications, Theses, Patents and Software since 2008.

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Author profile at the institutional portal

Lillo Rodriguez, Rosa Elvira lillo@est-econ.uc3m.es

Estadística / Universidad Carlos III de Madrid

Publications

Group linear algorithm with sparse principal decomposition: a variable selection and clustering method for generalized linear models

  • Laria De La Cruz, Juan Carlos
  • Aguilera Morillo, Maria Del Carmen
  • Lillo Rodriguez, Rosa Elvira

STATISTICAL PAPERS (p. 227-253) - 4/2023

https://doi.org/10.1007/s00362-022-01313-z View at source

  • EISSN 1613-9798
  • ISSN 0932-5026
Open Access

A fast epigraph and hypograph-based approach for clustering functional data

  • Pulido Bravo, Belen
  • Franco Pereira, Alba Maria
  • Lillo Rodriguez, Rosa Elvira

STATISTICS AND COMPUTING (p. 1-19) - 4/2023

https://doi.org/10.1007/s11222-023-10213-7 View at source

  • EISSN 1573-1375
  • ISSN 0960-3174

Detecting and classifying outliers in big functional data

  • Ojo, Oluwasegun Taiwo
  • Fernandez Anta, Antonio
  • Lillo Rodriguez, Rosa Elvira
  • Sguera, Carlo

Advances in Data Analysis and Classification (p. 725-760) - 9/2022

https://doi.org/10.1007/s11634-021-00460-9 View at source

  • EISSN 1862-5355
  • ISSN 1862-5347

Fast partial quantile regression

  • Mendez Civieta, Alvaro
  • Aguilera Morillo, Maria Del Carmen
  • Lillo Rodriguez, Rosa Elvira

CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS (p. 1-8) - 4/2022

https://doi.org/10.1016/j.chemolab.2022.104533 View at source

  • EISSN 1873-3239
  • ISSN 0169-7439

Robust adjusted discriminant analysis based on shrinkage with application to geochemical and environmental fields

  • Cabana, Elisa
  • Lillo Rodriguez, Rosa Elvira

CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS (p. 1-14) - 2/2022

https://doi.org/10.1016/j.chemolab.2021.104488 View at source

  • EISSN 1873-3239
  • ISSN 0169-7439

Robust multivariate control chart based on shrinkage for individual observations

  • Cabana Garceran Del Vall, Elisa
  • Lillo Rodriguez, Rosa Elvira

JOURNAL OF QUALITY TECHNOLOGY (p. 415-440) - 1/2022

10.1080/00224065.2021.1930617 View at source

  • EISSN 2575-6230
  • ISSN 0022-4065
Open Access

Accurate Prediction of Children's ADHD Severity Using Family Burden Information: A Neural Lasso Approach

  • Laria De La Cruz, Juan Carlos
  • Delgado Gomez, David
  • Peñuelas Calvo, Inmaculada
  • Baca Garcia, Enrique
  • Lillo Rodriguez, Rosa Elvira

Frontiers in Computational Neuroscience (Frontiers in Computational Neuroscience) (p. 1-8) - 6/2021

https://doi.org/10.3389/fncom.2021.674028 View at source

  • ISSN 1662-5188
Open Access

Analysis of an aggregate loss model in a Markov renewal regime

  • Ramirez Cobo, Josefa
  • Carrizosa, Emilio
  • Lillo Rodriguez, Rosa Elvira

APPLIED MATHEMATICS AND COMPUTATION (p. 125869-125889) - 5/2021

10.1016/j.amc.2020.125869 View at source

  • EISSN 1873-5649
  • ISSN 0096-3003

A bivariate two-state Markov modulated Poisson process for failure modeling

  • Yera, Yoel G.
  • Lillo Rodriguez, Rosa Elvira
  • Nielsen, Bo F.
  • Ramirez Cobo, Josefa
  • Ruggeri, Fabrizio

Reliability Engineering and System Safety (p. 1-14) - 4/2021

https://doi.org/10.1016/j.ress.2020.107318 View at source

Open Access

Estimating the COVID-19 prevalence in Spain with indirect reporting via open surveys

  • Garcia Agundez, Augusto
  • Ojo, Oluwasegun
  • Hernandez Roig, Harold Antonio
  • Baquero, Carlos
  • Frey, Davide
  • Georgiou, Chryssis
  • Goessens, Mathieu
  • Lillo Rodriguez, Rosa Elvira
  • Menezes, Raquel
  • Nicolaou, Nicolas
  • Ortega, Antonio
  • Stavrakis, Efstathios
  • Fernández Anta, Antonio
... View more Collapse

Frontiers in Public Health (p. 1-5) - 4/2021

https://doi.org/10.3389/fpubh.2021.658544 View at source

  • ISSN 2296-2565

This researcher has no books.

From High-dimensional to Functional Data: StringingVia Manifold Learning. In: Functional andHigh-Dimensional Statistics and Related Fields

  • Hernandez Roig, Harold Antonio
  • Aguilera Morillo, Maria Del Carmen
  • Lillo Rodriguez, Rosa Elvira

Functional andHigh-Dimensional Statistics and Related Fields (p. 115-122) - 6/2020

Editor: SPRINGER

https://doi.org/10.1007/978-3-030-47756-1_16 View at source

  • ISBN 978-3-030-47756-1

Decreasing percentile residual life aging notion: properties and estimation. In: Stochastic orders in reliability and risk : in honor of Professor Moshe Shaked

  • Lillo Rodriguez, Rosa Elvira
  • Franco Pereira, Alba Maria
  • Shaked, M
  • Uña, J

Stochastic orders in reliability and risk : in honor of Professor Moshe Shaked (p. 183-198) - 1/2013

Editor: SPRINGER

  • ISBN 9781461468912

Sampla spacings with applications in multiple-outlier models. In: Stochastic orders in reliability and risk : in honor of Professor Moshe Shaked

  • Lillo Rodriguez, Rosa Elvira
  • Torrado Robles, Nuria

Stochastic orders in reliability and risk : in honor of Professor Moshe Shaked (p. 103-123) - 1/2013

Editor: SPRINGER

  • ISBN 9781461468912

Multivariate outlier detection with robust Mahalanobis distance based on shrinkage

  • Cabana Garceran Del Vall, Elisa
  • Laniado Rodas, Henry
  • Lillo Rodriguez, Rosa Elvira

XXXVII Congreso Nacional SEIO, XI Jornadas de Estadística Pública - 2018

  • ISBN 978-84-16664-98-6

Influence of grouping in the sparse-group lasso regularization method

  • Laria De La Cruz, Juan Carlos
  • Lillo Rodriguez, Rosa Elvira
  • Aguilera Morillo, Maria Del Carmen

XXXVII Congreso Nacional SEIO, XI Jornadas de Estadística Pública (p. 84) - 2018

Simultaneous and correlated events modelled by the Batch Markov-Modelated Poisson Process

  • Yera Mora, Yoel Gustavo
  • Lillo Rodriguez, Rosa Elvira
  • Ramirez Cobo, Josefa

StochMod 2018 : 7th Meeting of the EURO Working Group on Stochastic Modelling (p. 79) - 2018

Editor: LANCASTER UNIVERSITY

The sparse group LASSO regularization method in quantile regression models

  • Lillo Rodriguez, Rosa Elvira
  • Aguilera Morillo, Maria Del Carmen
  • Mendez Civieta, Alvaro

XXXVII Congreso Nacional SEIO, XI Jornadas de Estadística Pública - 2018

Editor: UNIVERSIDAD DE OVIEDO

Open Access

Directional multivariate extremes in environmental phenomena

  • Torres Diaz, Raul Andres
  • Michele, Carlo De
  • Laniado Rodas, Henry
  • Lillo Rodriguez, Rosa Elvira

9th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2016) (p. 1-15) - 1/2017

Editor: UNIVERSIDAD CARLOS III DE MADRID

https://doi.org/10.1002/env.2428 View at source

  • EISSN 1099-095X
  • ISBN 1099-095X
  • ISSN 1180-4009

Estimation of directional multivariate extremes at high level

  • Torres Diaz, Raul Andres
  • Di Bernardino, Elena
  • Laniado Rodas, Henry
  • Lillo Rodriguez, Rosa Elvira

9th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2016) - 2016

Dependence patterns related to the BMAP

  • Lillo Rodriguez, Rosa Elvira
  • Rodríguez, Joanna
  • Ramirez Cobo, Josefa

Ninth International Conference on Matrix-Analytic Methods in Stochastic Models (MAM9) - 2016

Un nuevo modelo predictivo basado en el perfil genómico de porlimorfismos en genes de citocinas permite predecir la incidencia de EICR post-trasplante hematopoyético

  • Aguilera Morillo, Maria Del Carmen
  • Lillo Rodriguez, Rosa Elvira
  • Romo Urroz, Juan
  • Subcomité De Eich/inmunoterapia Del Grupo Español De Trasplante Hematopoyético, Geth

Jornadas de Investigación del Instituto de Investigación Sanitaria Gregorio Marañón - 2015

Using P-splines for variable selection in functional regression

  • Lillo Rodriguez, Rosa Elvira
  • Romo Urroz, Juan
  • Aguilera Morillo, Maria Del Carmen

8th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2015) - 2015

Distances between functional samples based on depth measures

  • Romo Urroz, Juan
  • Lillo Rodriguez, Rosa Elvira
  • Flores Diaz, Ramon Jesus

German Statistical Week 2015 - 2015

Open Access

Multivariate Functional Outlier Detection using the FastMUOD Indices

  • Ojo, Oluwasegun Taiwo
  • Fernández Anta, Antonio
  • Genton, Marc G.
  • Lillo Rodriguez, Rosa Elvira

2022

Editor: UNIVERSIDAD CARLOS III DE MADRID

A quantile based dimension reduction technique

  • Mendez Civieta, Alvaro
  • Aguilera Morillo, Maria Del Carmen
  • Lillo Rodriguez, Rosa Elvira

2021

Editor: UNIVERSIDAD CARLOS III DE MADRID

Open Access

Iterative variable selection for high-dimensional data: prediction of pathological response in triple-negative breast cancer

  • Laria De La Cruz, Juan Carlos
  • Aguilera Morillo, Maria Del Carmen
  • Álvarez Castillo, Enrique Luis
  • Lillo Rodriguez, Rosa Elvira
  • López Taruella, Sara
  • Del Monte Millán, María
  • Picornell, Antonio C
  • Martin, Miguel
  • Romo Urroz, Juan
... View more Collapse

Mathematics (p. 1-14) - 1/2020

Editor: UNIVERSIDAD CARLOS III DE MADRID

10.3390/math9030222 View at source

  • ISSN 2227-7390
Open Access

Quantile regression : a penalization approach

  • Mendez Civieta, Alvaro
  • Aguilera Morillo, Maria Del Carmen
  • Lillo Rodriguez, Rosa Elvira

2019

Open Access

Shrinkage reweighted regression

  • Cabana Garceran Del Vall, Elisa
  • Lillo Rodriguez, Rosa Elvira
  • Laniado Rodas, Henry

2019

Open Access

Findings about the two-state BMMPP for modeling point processes in reliability and queueing systems

  • Yera Mora, Yoel Gustavo
  • Lillo Rodriguez, Rosa Elvira
  • Ramirez Cobo, Josefa

2017

Open Access

Two-sample Hotelling's T² statistics based on the functional Mahalanobis semi-distance

  • Joseph, Esdras
  • Galeano San Miguel, Pedro
  • Lillo Rodriguez, Rosa Elvira

2015

Editor: UNIVERSIDAD CARLOS III DE MADRID

Open Access

Functional outlier detection with a local spatial depth

  • Sguera, Carlo
  • Galeano San Miguel, Pedro
  • Lillo Rodriguez, Rosa Elvira

International Conference on Robust Statistics, 2015 - 2014

Editor: UNIVERSIDAD CARLOS III DE MADRID

Lasso variable selection for functional regression

  • Romo Urroz, Juan
  • Lillo Rodriguez, Rosa Elvira
  • Mingotti, Nicola

2013

Editor: UNIVERSIDAD CARLOS III DE MADRID

Open Access

Spearman coefficient for functions

  • Romo Urroz, Juan
  • Lillo Rodriguez, Rosa Elvira
  • Valencia Garcia, Dalia Jazmin

Third International Workshop on Functional and Operatorial Statistics (IWFOS 2014) - 2013

This researcher has no technical reports.

FCT-23-19136 - Gymkana La Ciencia de los Datos

  • Guerrero Lozano, Vanesa
  • Durban Reguera, Maria Luz
  • Campo Vazquez, Maria Celeste
  • Otero Gonzalez, Maria Pilar
  • Lillo Rodriguez, Rosa Elvira
  • Meilan Vila, Andrea
  • Benitez Peña, Sandra
  • Pulido Bravo, Belen
  • Novo Diaz, Silvia
  • Pelaez Suarez, Rebeca
  • Akkad Galeote, Susana
  • Tornero Fernandez, Sonia Maria
... View more Collapse

Period: 01-07-2024 - 30-06-2025

Type of funding: National

Funding entity: FUNDACION ESPAÑOLA DE CIENCIA Y TECNOLOGIA F.S.P.

PID2022-137243OB-I00 - Modelización Estadística Avanzada para Sistemas Complejos en Salud, Industria y Sociedad -ASMOCS

  • Durban Reguera, Maria Luz
  • Lillo Rodriguez, Rosa Elvira
  • Ucar Marques, Iñaki
  • Aguilera Morillo, Maria Del Carmen
  • Guerrero Lozano, Vanesa
  • Mendez Civieta, Alvaro
  • Benitez Peña, Sandra
  • Cebrian Ramos, Manuel
... View more Collapse

Period: 01-09-2023 - 31-08-2027

Type of funding: National

Funding entity: AGENCIA ESTATAL DE INVESTIGACION (AEI)

Incorporación de datos de Competencia (web) Lote 2, referencia SL-TI-RFP_1406

  • Lillo Rodriguez, Rosa Elvira
  • Cuevas Rumin, Ruben
  • Callejo Pinardo, Patricia
  • Gonzalez Cabañas, Jose

Period: 13-03-2023 - 12-03-2024

Type of funding: Regional

Funding entity: SANTA LUCIA-SEGUROS

Aprendizaje distribuido con restricciones de privacidad. A2-PrivComp: Aprendizaje Automático con Restricciones de Privacidad para Computación en la Frontera

  • Cuevas Rumin, Angel
  • Lillo Rodriguez, Rosa Elvira
  • Ucar Marques, Iñaki
  • Callejo Pinardo, Patricia
  • Gonzalez Cabañas, Jose
  • Mendez Civieta, Alvaro

Period: 01-01-2023 - 30-06-2025

Type of funding: National

Funding entity: MINISTERIO DE ASUNTOS ECONOMICOS Y TRANSFORMACION DIGITAL

ANálisis y miTIigación de riesgos de seguridad y privaCIdad asociados a la explotación de datos PersonAles en OTTs. - ANTICIPA

  • Lillo Rodriguez, Rosa Elvira
  • Durban Reguera, Maria Luz
  • Cuevas Rumin, Ruben
  • Cuevas Rumin, Angel

Period: 18-12-2023 - 31-12-2025

Type of funding: National

Funding entity: INSTITUTO NACIONAL DE CIBERSEGURIDAD

Expediente: 2023.10053.72 - Perfilado del Autor y Víctima de discurso odio para adaptar la contranarrativa a cada tipo de persona, dentro del Proyecto Europeo REAL UP (Hate speech, racism and xenophobia: Alert Mechanisms and Response, analysis of the Upstander speech)

  • Lillo Rodriguez, Rosa Elvira
  • Cuevas Rumin, Ruben
  • Ucar Marques, Iñaki
  • Callejo Pinardo, Patricia
  • Quijano Sanchez, Lara
  • Gonzalez Cabañas, Jose
  • Mendez Civieta, Alvaro
  • Ojo, Oluwasegun Taiwo
  • Kolic, Blas
... View more Collapse

Period: 25-04-2023 - 31-01-2024

Type of funding: Regional

Funding entity: MINISTERIO DE INCLUSIÓN, SEGURIDAD SOCIAL Y MIGRACIONES

Fairness en Modelos de Machine Learning

  • Lillo Rodriguez, Rosa Elvira
  • Mendez Civieta, Alvaro
  • Benitez Peña, Sandra

Period: 31-10-2022 - 30-01-2023

Type of funding: Regional

Funding entity: BANCO SANTANDER, SA

Contrato de Asesoramiento entre Macroscope SL y la Universidad Carlos III de Madrid

  • Romo Urroz, Juan
  • Lillo Rodriguez, Rosa Elvira
  • Cuevas Rumin, Ruben
  • Gonzalez Cabañas, Jose
  • Cifuentes Quintero, Jenny Alexandra

Period: 17-10-2022 - 16-10-2023

Type of funding: Regional

Funding entity: MACROSCOPE, S.L.

Expediente L05/2022- LOTE 2 - Apoyo estadístico y de análisis de datos a COMODIN-CM, Expediente L05/2022_LOTE Nº 2

  • Lillo Rodriguez, Rosa Elvira
  • Ucar Marques, Iñaki
  • Callejo Pinardo, Patricia
  • Gonzalez Cabañas, Jose
  • Mendez Civieta, Alvaro
  • Hernandez Roig, Harold Antonio
  • Morala Miguelez, Pablo
  • Pulido Bravo, Belen
  • Diaz Aranda, Sergio
  • Rabanedo Carro, David
... View more Collapse

Period: 19-11-2022 - 31-12-2022

Type of funding: Regional

Funding entity: FUNDACION IMDEA NETWORKS

Mejoras en la construcción del grupo de control

  • Mendez Civieta, Alvaro
  • Lillo Rodriguez, Rosa Elvira

Period: 04-11-2022 - 03-02-2023

Type of funding: Regional

Funding entity: THE CONTINUITY COMPANY

Statistical classification of images

  • Giuliodori, Maria Andrea
  • Lillo Rodriguez, Rosa Elvira
  • Peña Sanchez De Rivera, Daniel

Reading date: 19-09-2011

Reading institution: CAMPUS DE LEGANES

Distancias para datos funcionales= The Mahalanobis distance for functional data with applications in statistical problems

  • Joseph, Esdras
  • Lillo Rodriguez, Rosa Elvira
  • Galeano San Miguel, Pedro

Reading date: 16-06-2015

Reading institution: CAMPUS DE LEGANES

Spatial Depth-Based Methods for Functional Data

  • Lillo Rodriguez, Rosa Elvira
  • Sguera, Carlo
  • Galeano San Miguel, Pedro

Reading date: 28-11-2014

Stochastic comparisons and bayesian inference in software reliability

  • Lillo Rodriguez, Rosa Elvira
  • Torrado Robles, Nuria
  • Wiper, Michael Peter

Reading date: 26-05-2011

Reading institution: CAMPUS DE LEGANES

Bayesian Modelling of Stochastic Processes in Teletraffic and Finance

  • Lillo Rodriguez, Rosa Elvira
  • Ramirez Cobo, Josefa
  • Wiper, Michael Peter

Reading date: 30-01-2009

Extremality in Multivariate Statistics

  • Laniado Rodas, Henry
  • Romo Urroz, Juan
  • Lillo Rodriguez, Rosa Elvira

Reading date: 18-12-2012

Dependence for Functional Data

  • Romo Urroz, Juan
  • Valencia Garcia, Dalia Jazmin
  • Lillo Rodriguez, Rosa Elvira

Reading date: 28-04-2014

Stochastic orderings and aging notions based on percentile residual life functions

  • Franco Pereira, Alba Maria
  • Lillo Rodriguez, Rosa Elvira
  • Romo Urroz, Juan

Reading date: 06-11-2009

Reading institution: FACULTAD CIENCIAS SOCIALES Y JURIDICAS

Functional linear models

  • Lillo Rodriguez, Rosa Elvira
  • Mingotti, Nicola
  • Romo Urroz, Juan

Reading date: 21-07-2015

Reading institution: CAMPUS DE LEGANES

Variable selection algorithms in generalized linear models

  • Laria De La Cruz, Juan Carlos
  • Lillo Rodriguez, Rosa Elvira
  • Aguilera Morillo, Maria Del Carmen

Reading date: 22-10-2020

This researcher has no patents or software licenses.

Last data update: 8/28/24 5:31 PM