Publicaciones (78) Publicaciones de Carlos Gabriel Matran Bea

2024

  1. Improving model choice in classification: an approach based on clustering of covariance matrices

    Statistics and Computing, Vol. 34, Núm. 3

2022

  1. The complex behaviour of Galton rank-order statistic

    Bernoulli, Vol. 28, Núm. 4, pp. 2123-2150

2021

  1. Distribution and quantile functions, ranks and signs in dimension d: A measure transportation approach

    Annals of Statistics, Vol. 49, Núm. 2, pp. 1139-1165

2020

  1. Box-Constrained Monotone Approximations to Lipschitz Regularizations, with Applications to Robust Testing

    Journal of Optimization Theory and Applications, Vol. 187, Núm. 1, pp. 65-87

  2. On approximate validation of models: a Kolmogorov–Smirnov-based approach

    Test, Vol. 29, Núm. 4, pp. 938-965

  3. optimalFlow: optimal transport approach to flow cytometry gating and population matching

    BMC Bioinformatics, Vol. 21, Núm. 1

2019

  1. Robust clustering tools based on optimal transportation

    Statistics and Computing, Vol. 29, Núm. 1, pp. 139-160

2018

  1. An Optimal Transportation Approach for Assessing Almost Stochastic Order

    Studies in Systems, Decision and Control (Springer International Publishing), pp. 33-44

  2. Comments on “The power of monitoring: how to make the most of a contaminated multivariate sample”

    Statistical Methods and Applications, Vol. 27, Núm. 4, pp. 605-608

  3. Wide consensus aggregation in the Wasserstein space. Application to location-scatter families

    Bernoulli, Vol. 24, Núm. 4A, pp. 2429-2460

2017

  1. Models for the assessment of treatment improvement: The ideal and the feasible

    Statistical Science, Vol. 32, Núm. 3, pp. 469-485

2016

  1. A contamination model for the stochastic order

    Test, Vol. 25, Núm. 4, pp. 751-774

  2. A fixed-point approach to barycenters in Wasserstein space

    Journal of Mathematical Analysis and Applications, Vol. 441, Núm. 2, pp. 744-762

2015

  1. A feasible approach for a statistical assessment of approximate stochastic order relation

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

  2. Avoiding Spurious Local Maximizers in Mixture Modeling

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

  3. Avoiding spurious local maximizers in mixture modeling

    Statistics and Computing, Vol. 25, Núm. 3, pp. 619-633

  4. Robustness and outliers

    Handbook of Cluster Analysis (CRC Press), pp. 653-678

2014

  1. Searching for a common pooling pattern among several Samples

    Quality control and applied statistics, Vol. 59, Núm. 3, pp. 193-196

2013

  1. Grouping around different dimensional affine subspaces

    Studies in Classification, Data Analysis, and Knowledge Organization

  2. Rates of convergence for partial mass problems

    Probability Theory and Related Fields, Vol. 155, Núm. 3-4, pp. 521-542