Publicaciones en las que colabora con MARÍA DEL CARMEN AGUILERA MORILLO (17)

2021

  1. Homogeneity problem for basis expansion of functional data with applications to resistive memories

    Mathematics and Computers in Simulation, Vol. 186, pp. 41-51

  2. Linear-Phase-Type probability modelling of functional PCA with applications to resistive memories

    Mathematics and Computers in Simulation, Vol. 186, pp. 71-79

2020

  1. Multi-class classification of biomechanical data: A functional LDA approach based on multi-class penalized functional PLS

    Statistical Modelling, Vol. 20, Núm. 6, pp. 592-616

2019

  1. Multi-class classification of biomechanical data: A functional LDA approach based on multi-class penalized functional PLS

    Statistical Modelling

  2. Stochastic modeling of Random Access Memories reset transitions

    Mathematics and Computers in Simulation, Vol. 159, pp. 197-209

2018

  1. Modelling Resistive Random Access Memories by Means of Functional Principal Component Analysis

    Advances in Mass Data Analysis of Images and Signals with Applications in Medicine, r/g/b Biotechnology, Food Industries and Dietetics, Biometry and Security, Agriculture, Drug Discover, and System Biology - 12th International Conference, MDA 2017, Proceedings

2017

  1. Prediction of functional data with spatial dependence: a penalized approach

    Stochastic Environmental Research and Risk Assessment, Vol. 31, Núm. 1, pp. 7-22

2016

  1. Penalized versions of functional PLS regression

    Chemometrics and Intelligent Laboratory Systems, Vol. 154, pp. 80-92

2015

  1. P-spline Estimation of Functional Classification Methods for Improving the Quality in the Food Industry

    Communications in Statistics: Simulation and Computation, Vol. 44, Núm. 10, pp. 2513-2534

  2. Regresión penalizada para datos funcionales con dependencia espacial

    XXXV Congreso Nacional SEIO: IX Jornadas de Estadística Pública : Universidad Pública de Navarra, Pamplona, del 26 al 29 de mayo de 2015

2014

  1. Functional PCA and Base-Line Logit Models

    Journal of Classification, Vol. 31, Núm. 3, pp. 296-324

  2. Linear discriminant analysis based on penalized functional PLS

    Proceedings of COMPSTAT 2014 - 21st International Conference on Computational Statistics

2013

  1. Comparative study of different B-spline approaches for functional data

    Mathematical and Computer Modelling, Vol. 58, Núm. 7-8, pp. 1568-1579

  2. Penalized PCA approaches for B-spline expansions of smooth functional data

    Applied Mathematics and Computation, Vol. 219, Núm. 14, pp. 7805-7819

  3. Penalized spline approaches for functional logit regression

    Test, Vol. 22, Núm. 2, pp. 251-277

  4. Stepwise selection of functional covariates in forecasting peak levels of olive pollen

    Stochastic Environmental Research and Risk Assessment, Vol. 27, Núm. 2, pp. 367-376

2011

  1. Importancia de las guías de trabajo autónomo en la educación virtual: Experiencias en el aprendizaje online de estadística aplicada con Moodle

    Investigación Operacional, Vol. 32, Núm. 2, pp. 160-167