Publicaciones en colaboración con investigadores/as de University of Milano-Bicocca (9)

2023

  1. Graphical and Computational Tools to Guide Parameter Choice for the Cluster Weighted Robust Model

    Journal of Computational and Graphical Statistics, Vol. 32, Núm. 3, pp. 1195-1214

2021

  1. Parameter Choice, Stability and Validity for Robust Cluster Weighted Modeling

    STATS, Vol. 4, Núm. 3, pp. 602-615

2018

  1. Eigenvalues and constraints in mixture modeling: Geometric and computational issues

    Advances in Data Analysis and Classification, Vol. 12, Núm. 2, pp. 203-233

  2. Robust Approaches for Fuzzy Clusterwise Regression Based on Trimming and Constraints

    Studies in Systems, Decision and Control (Springer International Publishing), pp. 155-164

  3. Robust, fuzzy, and parsimonious clustering, based on mixtures of Factor Analyzers

    International Journal of Approximate Reasoning, Vol. 94, pp. 60-75

2017

  1. Fuzzy clustering through robust factor analyzers

    Advances in Intelligent Systems and Computing

  2. Robust estimation of mixtures of regressions with random covariates, via trimming and constraints

    Statistics and Computing, Vol. 27, Núm. 2, pp. 377-402

2016

  1. The joint role of trimming and constraints in robust estimation for mixtures of Gaussian factor analyzers

    Computational Statistics and Data Analysis, Vol. 99, pp. 131-147

2013

  1. Trimmed cluster-weighted restricted modeling

    XXXIV Congreso Nacional de Estadística e Investigación Operativa, VIII Jornadas de Estadística Pública: SEIO 2013. Universitat Jaume I, Castellón, septiembre 2013. Libro de actas