Publications by the researcher in collaboration with Philippe Vieu (29)

2022

  1. On functional data analysis and related topics

    Journal of Multivariate Analysis, Vol. 189

  2. Special Issue on Functional Data Analysis and related fields

    Journal of Multivariate Analysis

  3. Variable selection in functional regression models: A review

    Journal of Multivariate Analysis, Vol. 188

2021

  1. A kNN procedure in semiparametric functional data analysis

    Statistics and Probability Letters, Vol. 171

  2. Fast and efficient algorithms for sparse semiparametric bifunctional regression

    Australian and New Zealand Journal of Statistics, Vol. 63, Núm. 4, pp. 606-638

  3. Sparse semiparametric regression when predictors are mixture of functional and high-dimensional variables

    Test, Vol. 30, Núm. 2, pp. 481-504

2020

  1. kNN estimation in functional partial linear modeling

    Statistical Papers, Vol. 61, Núm. 1, pp. 423-444

2019

  1. Automatic and location-adaptive estimation in functional single-index regression

    Journal of Nonparametric Statistics, Vol. 31, Núm. 2, pp. 364-392

  2. Editorial for the Special Issue on Functional Data Analysis and Related Topics

    Journal of Multivariate Analysis

  3. Editorial on the special issue on Functional Data Analysis and Related Topics

    Computational Statistics

  4. Fast Algorithm for Impact Point Selection in Semiparametric Functional Models

    XoveTIC 2019: The 2nd XoveTIC Conference (XoveTIC 2019), A Coruña, Spain, 5–6 September

  5. Recent advances in functional data analysis and high-dimensional statistics

    Journal of Multivariate Analysis, Vol. 170, pp. 3-9

  6. Sparse semiparametric regression for functional data

    XIV Congreso Galego de Estatistica e Investigación de Operacions: libro de actas Vigo, 24-26 de outubro de 2019

2018

  1. Bootstrap in semi-functional partial linear regression under dependence

    Test, Vol. 27, Núm. 3, pp. 659-679

2016

  1. Bootstrap confidence intervals in functional nonparametric regression under dependence

    Electronic Journal of Statistics, Vol. 10, Núm. 2, pp. 1973-1999

  2. Comments on: Probability enhanced effective dimension reduction for classifying sparse functional data

    Test

  3. Modèle non paramétrique parcimonieux pour la détection des points d'impact d'une variable fonctionnelle

    Comptes Rendus Mathematique, Vol. 354, Núm. 5, pp. 538-542

  4. Sparse nonparametric model for regression with functional covariate

    Journal of Nonparametric Statistics, Vol. 28, Núm. 4, pp. 839-859

2015

  1. Error variance estimation in semi-functional partially linear regression models

    Journal of Nonparametric Statistics, Vol. 27, Núm. 3, pp. 316-330

  2. Partial linear modelling with multi-functional covariates

    Computational Statistics, Vol. 30, Núm. 3, pp. 647-671