Publications by the researcher in collaboration with F. Greselin (7)

2025

  1. Cellwise Outlier Detection in Heterogeneous Populations

    Technometrics, Vol. 67, Núm. 4, pp. 643-654

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

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

2017

  1. 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