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

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

• UC3M

Detecting and classifying outliers in big functional data

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

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

• ISSN 1862-5347

• UC3M

Fast partial quantile regression

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

• UC3M

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

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

• UC3M

Robust multivariate control chart based on shrinkage for individual observations

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

10.1080/00224065.2021.1930617 View at source

• ISSN 0022-4065

• UC3M

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

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

• UC3M

Analysis of an aggregate loss model in a Markov renewal regime

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

10.1016/j.amc.2020.125869 View at source

• EISSN 1873-5649
• ISSN 0096-3003

• UC3M

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

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

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

• UC3M

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

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

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

• ISSN 2296-2565

• UC3M

Functional modeling of high-dimensional data: a Manifold Learning approach

Mathematics (p. 1-22) - 2/2021

https://doi.org/10.3390/math9040406 View at source

• ISSN 2227-7390

• UC3M

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

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

• UC3M

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

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

Editor: SPRINGER

• ISBN 9781461468912

• UC3M

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

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

Editor: SPRINGER

• ISBN 9781461468912

• UC3M

Multivariate outlier detection with robust Mahalanobis distance based on shrinkage

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

• ISBN 978-84-16664-98-6

• UC3M

Influence of grouping in the sparse-group lasso regularization method

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

• UC3M

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

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

Editor: LANCASTER UNIVERSITY

• UC3M

The sparse group LASSO regularization method in quantile regression models

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

Editor: UNIVERSIDAD DE OVIEDO

• UC3M

Directional multivariate extremes in environmental phenomena

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

• UC3M
• UC3M
• UC3M

Estimation of directional multivariate extremes at high level

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

• UC3M

Dependence patterns related to the BMAP

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

• UC3M

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

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

• UC3M

Using P-splines for variable selection in functional regression

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

• UC3M

Distances between functional samples based on depth measures

German Statistical Week 2015 - 2015

• UC3M

Multivariate Functional Outlier Detection using the FastMUOD Indices

2022

Editor: UNIVERSIDAD CARLOS III DE MADRID

• UC3M

A quantile based dimension reduction technique

2021

Editor: UNIVERSIDAD CARLOS III DE MADRID

• UC3M

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

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

Editor: UNIVERSIDAD CARLOS III DE MADRID

10.3390/math9030222 View at source

• ISSN 2227-7390

• UC3M
• UC3M

Quantile regression : a penalization approach

2019

• UC3M

Shrinkage reweighted regression

2019

• UC3M

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

2017

• UC3M

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

2015

Editor: UNIVERSIDAD CARLOS III DE MADRID

• UC3M

Functional outlier detection with a local spatial depth

International Conference on Robust Statistics, 2015 - 2014

Editor: UNIVERSIDAD CARLOS III DE MADRID

• UC3M
• UC3M

Lasso variable selection for functional regression

2013

Editor: UNIVERSIDAD CARLOS III DE MADRID

• UC3M

Spearman coefficient for functions

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

• UC3M
• UC3M

Statistical classification of images

Reading date: 19-09-2011

Reading institution: CAMPUS DE LEGANES

• UC3M

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

Reading date: 16-06-2015

Reading institution: CAMPUS DE LEGANES

• UC3M

Spatial Depth-Based Methods for Functional Data

Reading date: 28-11-2014

• UC3M

Stochastic comparisons and bayesian inference in software reliability

Reading date: 26-05-2011

Reading institution: CAMPUS DE LEGANES

• UC3M

Bayesian Modelling of Stochastic Processes in Teletraffic and Finance

Reading date: 30-01-2009

• UC3M

Extremality in Multivariate Statistics

Reading date: 18-12-2012

• UC3M

Dependence for Functional Data

Reading date: 28-04-2014

• UC3M

Stochastic orderings and aging notions based on percentile residual life functions

Reading date: 06-11-2009

Reading institution: FACULTAD CIENCIAS SOCIALES Y JURIDICAS

• UC3M

Functional linear models

Reading date: 21-07-2015

Reading institution: CAMPUS DE LEGANES

• UC3M

Variable selection algorithms in generalized linear models

Reading date: 22-10-2020

• UC3M