sample of publications

• articles 

  • Depthgram: Visualizing outliers in high-dimensional functional data with application to fMRI data exploration.  STATISTICS IN MEDICINE.  41:2002-2024. 2022
  • Constructing a Children's Subjective Well-Being Index: an Application to Socially Vulnerable Spanish Children.  Child Indicators Research.  13:1235-1254. 2020
  • Correction to: Constructing a Children's Subjective Well-Being Index: an Application to Socially Vulnerable Spanish Children.  Child Indicators Research.  13:1-1. 2020
  • Patient No-Show Prediction: A Systematic Literature Review.  Entropy.  22:1-19. 2020
  • How functional data can enhance the estimation of health expectancy: the case of disabled Spanish population.  Astin Bulletin-The Journal of the International Actuarial Association.  49:57-84. 2019
  • Predicting pregnancy outcomes using longitudinal information: a penalized splines mixed-effects model approach.  STATISTICS IN MEDICINE.  36:2120-2134. 2017
  • A time warping approach to multiple sequence alignment.  Statistical Applications in Genetics and Molecular Biology.  16:133-144. 2017
  • Dependence evolution in the Spanish disabled population: a functional data analysis approach.  JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY.  180:657-677. 2017
  • Bayesian regression analysis of data with random effects covariates from nonlinear longitudinal measurements.  JOURNAL OF MULTIVARIATE ANALYSIS.  143:94-106. 2016
  • Discussion of "Multivariate functional outlier detection".  Statistical Methods and Applications.  24:263-267. 2015
  • Classification of longitudinal data through a semiparametric mixed¿effects model based on lasso-type estimators.  BIOMETRICS.  71:333-343. 2015
  • Shape outlier detection and visualization for functional data: the outliergram.  BIOSTATISTICS.  15:603-619. 2014
  • LASSO-type estimators for semiparametric nonlinear mixed-effects models estimation.  STATISTICS AND COMPUTING.  24:443-460. 2014
  • Pairwise dynamic time warping for event data.  COMPUTATIONAL STATISTICS & DATA ANALYSIS.  69:255-268. 2014
  • Robust depth-based estimation in the time warping model.  BIOSTATISTICS.  13:398-414. 2012
  • A Context Dependent Pair Hidden Markov Model for Statistical Alignment..  Statistical Applications in Genetics and Molecular Biology.  11. 2012
  • Statistical Alignment with a Sequence Evolution Model Allowing Rate Heterogeneity along the Sequence.  IEEE-ACM Transactions on Computational Biology and Bioinformatics.  6. 2009

• book chapters 

  • Can personal dependency paths help to estimate life expectancy free of dependency?. In: Mathematical and Statistical Methods for Actuarial Sciences and Finance.  SPRINGER. 1-5. 2014

• books 

  • Book of abstracts and detailed programme: 5-8 July, 2010, Colmenarejo, Madrid, Spain.  GETAFE: UNIVERSIDAD CARLOS III DE MADRID. 2010

• conference contributions 

  • High-dimensional functional data 2017
  • Analyzing high-dimensional functional data 2016
  • Detección de outliers en muy alta dimension : aplicacion al analisis de matrices de conectividad en neurociencias 2015
  • High-dimensional outliers and depth: the outliergram 2015
  • Robust analysis of high-dimensional functional data 2015
  • Can personal dependency paths help to estimate life expectancy free of dependency? 2014
  • Two dimensional representation of functional data for outlier detection 2014
  • Visualization of shape outliers in functional data samples 2014
  • A Context Dependent Pair Hidden Markov Model for Statistical Alignment 2012
  • Analysis of Dependence Evolution in Spanish Disabled Population through Funcional Data Analysis 2012
  • Pairwise Dynamic Time Warping for Event Data 2012

• working papers 

  • Dependency evolution in Spanish disabled population : a functional data analysis approach 2013
  • Pairwise Dynamic Time Warping for Event Data 2012
  • Lasso-type estimators for Semiparametric Nonlinear Mixed-Effects Models Estimation 2012